openai / baselines
File Change Frequency

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

Overview
File Change Frequency Overall
  • There are 123 files with 16,404 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 5 files changed 21-50 times (718 lines of code)
    • 34 files changed 6-20 times (5,825 lines of code)
    • 84 files changed 1-5 times (9,861 lines of code)
0% | 0% | 4% | 35% | 60%
Legend:
101+
51-100
21-50
6-20
1-5

explore: grouped by folders | grouped by update frequency | data
Contributors Count Frequency Overall
  • There are 123 files with 16,404 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 5 files changed by 11-25 contributors (818 lines of code)
    • 16 files changed by 6-10 contributors (2,699 lines of code)
    • 69 files changed by 2-5 contributors (6,224 lines of code)
    • 33 files changed by 1 contributor (6,663 lines of code)
0% | 4% | 16% | 37% | 40%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
py, md, htm, txt, cfg, gitignore, json, ipynb, yaml
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 6% | 53% | 39%
cfg0% | 0% | 0% | 100% | 0%
htm0% | 0% | 0% | 0% | 100%
File Change Frequency per Logical Decomposition
primary
primary (file change frequency)
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
baselines0% | 0% | 6% | 53% | 39%
ROOT0% | 0% | <1% | <1% | 98%
Most Frequently Changed Files (Top 50)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
setup.py
in root
 51 - 2017-05-25 2019-11-10 32 15 szymon@openai.com peterz@openai.com
run.py
in baselines
 185 10 2018-08-13 2019-10-25 32 16 peterzhokhoff@gmail.com hannes765@gmail.com
tf_util.py
in baselines/common
 271 35 2017-05-25 2019-03-29 25 15 szymon@openai.com pastafarianist@users.norepl...
cmd_util.py
in baselines/common
 154 10 2018-01-26 2019-11-10 24 13 tingxiangfan@gmail.com peterz@openai.com
dummy_vec_env.py
in baselines/common/vec_env
 57 8 2017-11-17 2019-02-27 21 9 joschu@openai.com peterzhokhoff@gmail.com
ppo2.py
in baselines/ppo2
 152 3 2017-11-16 2019-05-08 18 8 joschu@openai.com peterzhokhoff@gmail.com
atari_wrappers.py
in baselines/common
 202 31 2017-07-20 2019-05-31 17 9 john.d.schulman@gmail.com agrigoryev95@gmail.com
logger.py
in baselines
 362 52 2017-07-20 2019-06-07 17 9 john.d.schulman@gmail.com lbertge@gmail.com
subproc_vec_env.py
in baselines/common/vec_env
 109 11 2017-08-18 2019-11-08 15 8 joschu@openai.com tomasz@wrona.me
distributions.py
in baselines/common
 284 83 2017-07-20 2019-02-27 15 5 john.d.schulman@gmail.com peterzhokhoff@gmail.com
a2c.py
in baselines/a2c
 134 2 2017-08-18 2019-03-28 14 9 joschu@openai.com brett-daley@users.noreply.g...
__init__.py
in baselines/common/vec_env
 9 - 2017-08-18 2019-02-27 12 7 joschu@openai.com peterzhokhoff@gmail.com
benchmarks.py
in baselines/bench
 122 5 2017-07-20 2019-05-31 12 6 john.d.schulman@gmail.com peterz@openai.com
monitor.py
in baselines/bench
 142 14 2017-07-20 2020-01-31 11 7 john.d.schulman@gmail.com harryu@live.co.uk
build_graph.py
in baselines/deepq
 157 7 2017-05-28 2019-08-05 11 12 szymon.sidor@gmail.com timokau@zoho.com
ddpg.py
in baselines/ddpg
 216 1 2017-07-27 2019-05-08 10 6 matthiasplappert@me.com peterzhokhoff@gmail.com
deepq.py
in baselines/deepq
 198 8 2018-08-13 2019-08-05 9 6 peterzhokhoff@gmail.com timokau@zoho.com
ddpg_learner.py
in baselines/ddpg
 312 21 2018-09-26 2019-08-05 9 5 peterzhokhoff@gmail.com tanzheny@google.com
trpo_mpi.py
in baselines/trpo_mpi
 314 8 2017-07-20 2018-10-31 9 5 john.d.schulman@gmail.com peterzhokhoff@gmail.com
vec_normalize.py
in baselines/common/vec_env
 38 4 2017-11-17 2019-05-08 8 5 joschu@openai.com peterzhokhoff@gmail.com
policies.py
in baselines/common
 98 8 2018-08-13 2018-10-19 8 4 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
utils.py
in baselines/deepq
 23 8 2018-01-26 2019-04-01 7 5 tingxiangfan@gmail.com truth0233@gmail.com
models.py
in baselines/deepq
 38 1 2017-07-27 2019-06-27 7 6 matthiasplappert@me.com tanzheny@google.com
misc_util.py
in baselines/common
 100 13 2017-07-20 2019-04-05 7 6 john.d.schulman@gmail.com zuoxingdong@users.noreply.g...
shmem_vec_env.py
in baselines/common/vec_env
 111 8 2018-08-17 2019-05-31 7 4 peterzhokhoff@gmail.com elzinomaster@gmail.com
pposgd_simple.py
in baselines/ppo1
 174 4 2017-08-28 2019-04-05 7 5 joschu@openai.com peterz@openai.com
kfac.py
in baselines/acktr
 695 15 2017-08-18 2019-05-08 7 7 joschu@openai.com peterzhokhoff@gmail.com
cfg
setup.cfg
in root
 6 - 2018-08-22 2019-05-31 6 2 peterzhokhoff@gmail.com peterz@openai.com
run_atari.py
in baselines/ppo1
 41 2 2017-08-28 2018-08-13 6 5 joschu@openai.com peterzhokhoff@gmail.com
runner.py
in baselines/a2c
 50 2 2018-08-13 2019-03-28 6 3 peterzhokhoff@gmail.com brett-daley@users.noreply.g...
adversary.py
in baselines/gail
 69 7 2017-12-03 2019-04-01 6 6 andrewliao11@gmail.com mingfei.sun.hk@gmail.com
mujoco_dset.py
in baselines/gail/dataset
 94 8 2017-12-03 2019-08-05 6 6 andrewliao11@gmail.com seungjaeryanlee@gmail.com
rollout.py
in baselines/her
 105 8 2018-02-26 2019-08-05 6 5 matthiasplappert@me.com tanzheny@google.com
running_mean_std.py
in baselines/common
 133 10 2017-11-17 2019-03-16 6 4 joschu@openai.com peterzhokhoff@gmail.com
run_mujoco.py
in baselines/gail
 193 6 2017-12-03 2019-10-25 6 4 andrewliao11@gmail.com yenchenlin1994@gmail.com
utils.py
in baselines/a2c
 239 32 2017-08-18 2018-08-13 6 4 joschu@openai.com peterzhokhoff@gmail.com
acer.py
in baselines/acer
 257 6 2018-08-13 2019-09-27 6 3 peterzhokhoff@gmail.com 38243078+dylanhaiyangchen@u...
trpo_mpi.py
in baselines/gail
 290 4 2017-12-03 2018-02-05 6 5 andrewliao11@gmail.com omgtech@gmail.com
plot_util.py
in baselines/common
 358 10 2018-11-05 2019-05-08 6 2 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
__init__.py
in baselines/bench
 2 - 2017-07-20 2019-05-31 5 4 john.d.schulman@gmail.com peterz@openai.com
run_mujoco.py
in baselines/ppo1
 24 2 2017-08-28 2018-01-26 5 4 joschu@openai.com joschu@openai.com
vec_frame_stack.py
in baselines/common/vec_env
 26 3 2017-11-17 2019-02-27 5 3 joschu@openai.com peterzhokhoff@gmail.com
models.py
in baselines/ddpg
 39 9 2017-07-27 2018-11-27 5 3 matthiasplappert@me.com peterzhokhoff@gmail.com
mpi_moments.py
in baselines/common
 47 4 2017-07-20 2019-09-27 5 4 john.d.schulman@gmail.com peterzhokhoff@gmail.com
policies.py
in baselines/acer
 63 2 2017-11-16 2018-08-13 5 5 joschu@openai.com peterzhokhoff@gmail.com
console_util.py
in baselines/common
 64 8 2017-07-20 2018-09-12 5 4 john.d.schulman@gmail.com peterzhokhoff@gmail.com
mpi_adam_optimizer.py
in baselines/common
 69 4 2018-08-13 2019-05-31 5 2 peterzhokhoff@gmail.com thiagarajan14111@mech.ssn.e...
results_plotter.py
in baselines
 76 7 2017-11-16 2018-11-27 5 4 joschu@openai.com peterzhokhoff@gmail.com
behavior_clone.py
in baselines/gail
 103 4 2017-12-03 2019-10-25 5 3 andrewliao11@gmail.com yenchenlin1994@gmail.com
gail-eval.py
in baselines/gail
 125 5 2017-12-03 2018-01-22 5 2 andrewliao11@gmail.com john.d.schulman@gmail.com
Files With Most Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
run.py
in baselines
 185 10 2018-08-13 2019-10-25 32 16 peterzhokhoff@gmail.com hannes765@gmail.com
setup.py
in root
 51 - 2017-05-25 2019-11-10 32 15 szymon@openai.com peterz@openai.com
tf_util.py
in baselines/common
 271 35 2017-05-25 2019-03-29 25 15 szymon@openai.com pastafarianist@users.norepl...
cmd_util.py
in baselines/common
 154 10 2018-01-26 2019-11-10 24 13 tingxiangfan@gmail.com peterz@openai.com
build_graph.py
in baselines/deepq
 157 7 2017-05-28 2019-08-05 11 12 szymon.sidor@gmail.com timokau@zoho.com
dummy_vec_env.py
in baselines/common/vec_env
 57 8 2017-11-17 2019-02-27 21 9 joschu@openai.com peterzhokhoff@gmail.com
atari_wrappers.py
in baselines/common
 202 31 2017-07-20 2019-05-31 17 9 john.d.schulman@gmail.com agrigoryev95@gmail.com
logger.py
in baselines
 362 52 2017-07-20 2019-06-07 17 9 john.d.schulman@gmail.com lbertge@gmail.com
a2c.py
in baselines/a2c
 134 2 2017-08-18 2019-03-28 14 9 joschu@openai.com brett-daley@users.noreply.g...
ppo2.py
in baselines/ppo2
 152 3 2017-11-16 2019-05-08 18 8 joschu@openai.com peterzhokhoff@gmail.com
subproc_vec_env.py
in baselines/common/vec_env
 109 11 2017-08-18 2019-11-08 15 8 joschu@openai.com tomasz@wrona.me
__init__.py
in baselines/common/vec_env
 9 - 2017-08-18 2019-02-27 12 7 joschu@openai.com peterzhokhoff@gmail.com
monitor.py
in baselines/bench
 142 14 2017-07-20 2020-01-31 11 7 john.d.schulman@gmail.com harryu@live.co.uk
kfac.py
in baselines/acktr
 695 15 2017-08-18 2019-05-08 7 7 joschu@openai.com peterzhokhoff@gmail.com
benchmarks.py
in baselines/bench
 122 5 2017-07-20 2019-05-31 12 6 john.d.schulman@gmail.com peterz@openai.com
ddpg.py
in baselines/ddpg
 216 1 2017-07-27 2019-05-08 10 6 matthiasplappert@me.com peterzhokhoff@gmail.com
deepq.py
in baselines/deepq
 198 8 2018-08-13 2019-08-05 9 6 peterzhokhoff@gmail.com timokau@zoho.com
misc_util.py
in baselines/common
 100 13 2017-07-20 2019-04-05 7 6 john.d.schulman@gmail.com zuoxingdong@users.noreply.g...
models.py
in baselines/deepq
 38 1 2017-07-27 2019-06-27 7 6 matthiasplappert@me.com tanzheny@google.com
mujoco_dset.py
in baselines/gail/dataset
 94 8 2017-12-03 2019-08-05 6 6 andrewliao11@gmail.com seungjaeryanlee@gmail.com
adversary.py
in baselines/gail
 69 7 2017-12-03 2019-04-01 6 6 andrewliao11@gmail.com mingfei.sun.hk@gmail.com
distributions.py
in baselines/common
 284 83 2017-07-20 2019-02-27 15 5 john.d.schulman@gmail.com peterzhokhoff@gmail.com
trpo_mpi.py
in baselines/trpo_mpi
 314 8 2017-07-20 2018-10-31 9 5 john.d.schulman@gmail.com peterzhokhoff@gmail.com
ddpg_learner.py
in baselines/ddpg
 312 21 2018-09-26 2019-08-05 9 5 peterzhokhoff@gmail.com tanzheny@google.com
vec_normalize.py
in baselines/common/vec_env
 38 4 2017-11-17 2019-05-08 8 5 joschu@openai.com peterzhokhoff@gmail.com
utils.py
in baselines/deepq
 23 8 2018-01-26 2019-04-01 7 5 tingxiangfan@gmail.com truth0233@gmail.com
pposgd_simple.py
in baselines/ppo1
 174 4 2017-08-28 2019-04-05 7 5 joschu@openai.com peterz@openai.com
trpo_mpi.py
in baselines/gail
 290 4 2017-12-03 2018-02-05 6 5 andrewliao11@gmail.com omgtech@gmail.com
rollout.py
in baselines/her
 105 8 2018-02-26 2019-08-05 6 5 matthiasplappert@me.com tanzheny@google.com
run_atari.py
in baselines/ppo1
 41 2 2017-08-28 2018-08-13 6 5 joschu@openai.com peterzhokhoff@gmail.com
policies.py
in baselines/acer
 63 2 2017-11-16 2018-08-13 5 5 joschu@openai.com peterzhokhoff@gmail.com
ddpg.py
in baselines/her
 307 25 2018-02-26 2019-01-31 5 5 matthiasplappert@me.com peterz@openai.com
policies.py
in baselines/common
 98 8 2018-08-13 2018-10-19 8 4 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
shmem_vec_env.py
in baselines/common/vec_env
 111 8 2018-08-17 2019-05-31 7 4 peterzhokhoff@gmail.com elzinomaster@gmail.com
running_mean_std.py
in baselines/common
 133 10 2017-11-17 2019-03-16 6 4 joschu@openai.com peterzhokhoff@gmail.com
run_mujoco.py
in baselines/gail
 193 6 2017-12-03 2019-10-25 6 4 andrewliao11@gmail.com yenchenlin1994@gmail.com
utils.py
in baselines/a2c
 239 32 2017-08-18 2018-08-13 6 4 joschu@openai.com peterzhokhoff@gmail.com
console_util.py
in baselines/common
 64 8 2017-07-20 2018-09-12 5 4 john.d.schulman@gmail.com peterzhokhoff@gmail.com
mpi_moments.py
in baselines/common
 47 4 2017-07-20 2019-09-27 5 4 john.d.schulman@gmail.com peterzhokhoff@gmail.com
run_mujoco.py
in baselines/ppo1
 24 2 2017-08-28 2018-01-26 5 4 joschu@openai.com joschu@openai.com
__init__.py
in baselines/bench
 2 - 2017-07-20 2019-05-31 5 4 john.d.schulman@gmail.com peterz@openai.com
results_plotter.py
in baselines
 76 7 2017-11-16 2018-11-27 5 4 joschu@openai.com peterzhokhoff@gmail.com
mpi_adam.py
in baselines/common
 85 5 2017-07-20 2018-10-31 4 4 john.d.schulman@gmail.com peterzhokhoff@gmail.com
replay_buffer.py
in baselines/deepq
 77 10 2017-11-27 2018-09-20 4 4 jvmancuso87@gmail.com sailbafan@gmail.com
enjoy_pong.py
in baselines/deepq/experiments
 23 1 2017-05-25 2018-09-11 4 4 szymon@openai.com peterz@openai.com
cnn_policy.py
in baselines/ppo1
 46 6 2017-08-28 2018-01-26 4 4 hmerzic@tuebingen.mpg.de joschu@openai.com
mlp_policy.py
in baselines/ppo1
 49 6 2017-08-28 2018-01-26 4 4 hmerzic@tuebingen.mpg.de joschu@openai.com
mpi_running_mean_std.py
in baselines/common
 87 4 2017-07-20 2018-10-31 3 4 john.d.schulman@gmail.com peterzhokhoff@gmail.com
mpi_fork.py
in baselines/common
 19 1 2017-07-20 2018-09-11 3 4 john.d.schulman@gmail.com peterzhokhoff@gmail.com
custom_cartpole.py
in baselines/deepq/experiments
 56 1 2018-01-26 2019-04-01 3 4 tingxiangfan@gmail.com thiagarajan14111@mech.ssn.e...
Files With Least Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
schedules.py
in baselines/common
 32 8
__init__.py
in baselines
 1 -
__init__.py
in baselines/deepq/experiments
 1 -
5566 - 2018-08-13 2018-08-13 1 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
vec_env.py
in baselines/common/vec_env
 121 28 2019-02-27 2019-05-08 2 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
normalizer.py
in baselines/her
 102 13 2018-02-26 2018-02-26 1 1 matthiasplappert@me.com matthiasplappert@me.com
mpi_util.py
in baselines/common
 91 7 2018-08-13 2019-03-16 3 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
model.py
in baselines/ppo2
 89 2 2018-11-09 2019-05-08 3 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
segment_tree.py
in baselines/common
 69 10 2018-05-01 2018-05-01 1 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
replay_buffer.py
in baselines/her
 66 9 2018-02-26 2018-02-26 1 1 matthiasplappert@me.com matthiasplappert@me.com
run_humanoid.py
in baselines/ppo1
 57 4 2018-06-06 2019-02-27 3 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
vec_video_recorder.py
in baselines/common/vec_env
 56 8 2018-11-05 2018-11-05 1 1 me@coord-e.com me@coord-e.com
microbatched_model.py
in baselines/ppo2
 51 2 2018-11-09 2019-05-08 2 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
vec_monitor.py
in baselines/common/vec_env
 51 3 2018-08-17 2019-05-08 4 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
runner.py
in baselines/ppo2
 48 3 2018-11-09 2018-11-09 1 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
input.py
in baselines/common
 46 3 2018-05-21 2018-10-24 4 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
runner.py
in baselines/acer
 44 2 2018-08-13 2018-10-23 2 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
her_sampler.py
in baselines/her
 32 1 2018-12-19 2018-12-19 1 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
run_robotics.py
in baselines/ppo1
 31 2 2018-06-06 2018-06-06 1 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
defaults.py
in baselines/trpo_mpi
 27 2 2018-08-13 2018-09-11 3 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
wrappers.py
in baselines/common
 24 5 2019-02-27 2019-05-08 2 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
actor_critic.py
in baselines/her
 21 1 2018-02-26 2018-02-26 1 1 matthiasplappert@me.com matthiasplappert@me.com
defaults.py
in baselines/deepq
 19 2 2018-08-13 2018-08-13 1 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
runners.py
in baselines/common
 16 2 2018-05-03 2018-08-13 3 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
tile_images.py
in baselines/common
 11 1 2018-06-08 2018-06-08 1 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
vec_remove_dict_obs.py
in baselines/common/vec_env
 8 2 2019-02-27 2019-05-08 2 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
defaults.py
in baselines/acktr
 5 1 2018-09-20 2018-09-20 1 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
defaults.py
in baselines/acer
 4 1 2018-08-13 2018-08-13 1 1 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
__init__.py
in baselines/ppo2
 1 - 2017-11-16 2017-11-16 1 1 joschu@openai.com joschu@openai.com
__init__.py
in baselines/acer
 1 - 2017-11-16 2017-11-16 1 1 joschu@openai.com joschu@openai.com
__init__.py
in baselines/a2c
 1 - 2017-08-18 2017-08-18 1 1 joschu@openai.com joschu@openai.com
__init__.py
in baselines/her
 1 - 2018-02-26 2018-02-26 1 1 matthiasplappert@me.com matthiasplappert@me.com
__init__.py
in baselines/her/experiment
 1 - 2018-02-26 2018-02-26 1 1 matthiasplappert@me.com matthiasplappert@me.com
__init__.py
in baselines/acktr
 1 - 2017-08-18 2017-08-18 1 1 joschu@openai.com joschu@openai.com
__init__.py
in baselines/trpo_mpi
 1 - 2017-08-28 2017-08-28 1 1 joschu@openai.com joschu@openai.com
__init__.py
in baselines/ppo1
 1 - 2017-08-28 2017-08-28 1 1 joschu@openai.com joschu@openai.com
plot_util.py
in baselines/common
 358 10 2018-11-05 2019-05-08 6 2 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
retro_wrappers.py
in baselines/common
 214 31 2018-08-13 2019-04-05 4 2 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
her.py
in baselines/her
 150 4 2018-02-26 2019-02-27 3 2 matthiasplappert@me.com peterzhokhoff@gmail.com
acktr.py
in baselines/acktr
 126 2 2018-08-13 2019-05-08 5 2 peterzhokhoff@gmail.com peterzhokhoff@gmail.com
gail-eval.py
in baselines/gail
 125 5 2017-12-03 2018-01-22 5 2 andrewliao11@gmail.com john.d.schulman@gmail.com
buffer.py
in baselines/acer
 105 10 2017-11-16 2018-10-23 2 2 joschu@openai.com peterzhokhoff@gmail.com
plot.py
in baselines/her/experiment
 97 3 2018-02-26 2018-12-19 4 2 matthiasplappert@me.com peterzhokhoff@gmail.com
util.py
in baselines/her
 92 9 2018-02-26 2018-05-21 2 2 matthiasplappert@me.com peterzhokhoff@gmail.com
fetch_data_generation.py
in baselines/her/experiment/data_generation
 89 2 2018-10-23 2018-12-19 2 2 jangirrishabh@gmail.com peterzhokhoff@gmail.com
mpi_adam_optimizer.py
in baselines/common
 69 4 2018-08-13 2019-05-31 5 2 peterzhokhoff@gmail.com thiagarajan14111@mech.ssn.e...
kfac_utils.py
in baselines/acktr
 69 4 2017-08-18 2018-01-26 2 2 joschu@openai.com joschu@openai.com
dataset.py
in baselines/common
 48 6 2017-07-20 2017-07-20 1 2 john.d.schulman@gmail.com joschu@openai.com
noise.py
in baselines/ddpg
 47 12 2017-07-27 2018-10-01 2 2 matthiasplappert@me.com xsong@berkeley.edu
play.py
in baselines/her/experiment
 43 1 2018-02-26 2018-12-19 3 2 matthiasplappert@me.com peterzhokhoff@gmail.com
Correlations

File Size vs. Number of Changes: 123 points

baselines/bench/monitor.py x: 142 lines of code y: 11 # changes baselines/common/cmd_util.py x: 154 lines of code y: 24 # changes setup.py x: 51 lines of code y: 32 # changes baselines/common/vec_env/subproc_vec_env.py x: 109 lines of code y: 15 # changes baselines/gail/behavior_clone.py x: 103 lines of code y: 5 # changes baselines/gail/run_mujoco.py x: 193 lines of code y: 6 # changes baselines/run.py x: 185 lines of code y: 32 # changes baselines/acer/acer.py x: 257 lines of code y: 6 # changes baselines/common/mpi_moments.py x: 47 lines of code y: 5 # changes baselines/gail/dataset/mujoco_dset.py x: 94 lines of code y: 6 # changes baselines/deepq/build_graph.py x: 157 lines of code y: 11 # changes baselines/deepq/deepq.py x: 198 lines of code y: 9 # changes baselines/ddpg/ddpg_learner.py x: 312 lines of code y: 9 # changes baselines/her/rollout.py x: 105 lines of code y: 6 # changes baselines/deepq/models.py x: 38 lines of code y: 7 # changes baselines/logger.py x: 362 lines of code y: 17 # changes baselines/common/atari_wrappers.py x: 202 lines of code y: 17 # changes baselines/bench/__init__.py x: 2 lines of code y: 5 # changes baselines/bench/benchmarks.py x: 122 lines of code y: 12 # changes setup.cfg x: 6 lines of code y: 6 # changes baselines/common/vec_env/shmem_vec_env.py x: 111 lines of code y: 7 # changes baselines/common/mpi_adam_optimizer.py x: 69 lines of code y: 5 # changes baselines/common/vec_env/util.py x: 30 lines of code y: 2 # changes baselines/acktr/acktr.py x: 126 lines of code y: 5 # changes baselines/acktr/kfac.py x: 695 lines of code y: 7 # changes baselines/common/models.py x: 156 lines of code y: 5 # changes baselines/common/plot_util.py x: 358 lines of code y: 6 # changes baselines/common/vec_env/vec_env.py x: 121 lines of code y: 2 # changes baselines/common/vec_env/vec_monitor.py x: 51 lines of code y: 4 # changes baselines/common/vec_env/vec_normalize.py x: 38 lines of code y: 8 # changes baselines/common/vec_env/vec_remove_dict_obs.py x: 8 lines of code y: 2 # changes baselines/ddpg/ddpg.py x: 216 lines of code y: 10 # changes baselines/ppo2/microbatched_model.py x: 51 lines of code y: 2 # changes baselines/ppo2/model.py x: 89 lines of code y: 3 # changes baselines/ppo2/ppo2.py x: 152 lines of code y: 18 # changes baselines/ppo1/pposgd_simple.py x: 174 lines of code y: 7 # changes baselines/common/retro_wrappers.py x: 214 lines of code y: 4 # changes baselines/common/misc_util.py x: 100 lines of code y: 7 # changes baselines/deepq/experiments/custom_cartpole.py x: 56 lines of code y: 3 # changes baselines/deepq/utils.py x: 23 lines of code y: 7 # changes baselines/gail/adversary.py x: 69 lines of code y: 6 # changes baselines/common/tf_util.py x: 271 lines of code y: 25 # changes baselines/a2c/a2c.py x: 134 lines of code y: 14 # changes baselines/a2c/runner.py x: 50 lines of code y: 6 # changes baselines/common/mpi_util.py x: 91 lines of code y: 3 # changes baselines/common/running_mean_std.py x: 133 lines of code y: 6 # changes baselines/common/distributions.py x: 284 lines of code y: 15 # changes baselines/common/vec_env/__init__.py x: 9 lines of code y: 12 # changes baselines/common/vec_env/dummy_vec_env.py x: 57 lines of code y: 21 # changes baselines/common/vec_env/vec_frame_stack.py x: 26 lines of code y: 5 # changes baselines/her/her.py x: 150 lines of code y: 3 # changes baselines/ppo2/defaults.py x: 23 lines of code y: 3 # changes baselines/her/ddpg.py x: 307 lines of code y: 5 # changes baselines/her/experiment/config.py x: 153 lines of code y: 4 # changes baselines/her/experiment/data_generation/fetch_data_generation.py x: 89 lines of code y: 2 # changes baselines/her/experiment/play.py x: 43 lines of code y: 3 # changes baselines/her/experiment/plot.py x: 97 lines of code y: 4 # changes baselines/her/her_sampler.py x: 32 lines of code y: 1 # changes baselines/results_plotter.py x: 76 lines of code y: 5 # changes baselines/ddpg/models.py x: 39 lines of code y: 5 # changes baselines/deepq/__init__.py x: 7 lines of code y: 3 # changes baselines/ppo2/runner.py x: 48 lines of code y: 1 # changes baselines/common/vec_env/vec_video_recorder.py x: 56 lines of code y: 1 # changes baselines/common/mpi_adam.py x: 85 lines of code y: 4 # changes baselines/common/input.py x: 46 lines of code y: 4 # changes baselines/acer/buffer.py x: 105 lines of code y: 2 # changes baselines/acer/runner.py x: 44 lines of code y: 2 # changes baselines/common/policies.py x: 98 lines of code y: 8 # changes baselines/ddpg/memory.py x: 62 lines of code y: 4 # changes baselines/deepq/replay_buffer.py x: 77 lines of code y: 4 # changes baselines/acktr/defaults.py x: 5 lines of code y: 1 # changes baselines/deepq/experiments/train_pong.py x: 29 lines of code y: 4 # changes baselines/common/mpi_fork.py x: 19 lines of code y: 3 # changes baselines/deepq/experiments/enjoy_cartpole.py x: 15 lines of code y: 2 # changes benchmarks_mujoco1M.htm x: 5566 lines of code y: 1 # changes baselines/a2c/utils.py x: 239 lines of code y: 6 # changes baselines/deepq/defaults.py x: 19 lines of code y: 1 # changes baselines/her/util.py x: 92 lines of code y: 2 # changes baselines/common/segment_tree.py x: 69 lines of code y: 1 # changes baselines/her/actor_critic.py x: 21 lines of code y: 1 # changes baselines/her/normalizer.py x: 102 lines of code y: 1 # changes baselines/gail/trpo_mpi.py x: 290 lines of code y: 6 # changes baselines/acktr/kfac_utils.py x: 69 lines of code y: 2 # changes baselines/gail/statistics.py x: 36 lines of code y: 2 # changes
32.0
# changes
  min: 1.0
  average: 5.46
  25th percentile: 2.0
  median: 4.0
  75th percentile: 6.0
  max: 32.0
0 5566.0
lines of code
min: 1.0 | average: 133.37 | 25th percentile: 23.0 | median: 56.0 | 75th percentile: 122.0 | max: 5566.0

Number of Contributors vs. Number of Changes: 123 points

baselines/bench/monitor.py x: 7 # contributors y: 11 # changes baselines/common/cmd_util.py x: 13 # contributors y: 24 # changes setup.py x: 15 # contributors y: 32 # changes baselines/common/vec_env/subproc_vec_env.py x: 8 # contributors y: 15 # changes baselines/gail/behavior_clone.py x: 3 # contributors y: 5 # changes baselines/gail/run_mujoco.py x: 4 # contributors y: 6 # changes baselines/run.py x: 16 # contributors y: 32 # changes baselines/acer/acer.py x: 3 # contributors y: 6 # changes baselines/common/mpi_moments.py x: 4 # contributors y: 5 # changes baselines/gail/dataset/mujoco_dset.py x: 6 # contributors y: 6 # changes baselines/deepq/build_graph.py x: 12 # contributors y: 11 # changes baselines/deepq/deepq.py x: 6 # contributors y: 9 # changes baselines/ddpg/ddpg_learner.py x: 5 # contributors y: 9 # changes baselines/her/rollout.py x: 5 # contributors y: 6 # changes baselines/deepq/models.py x: 6 # contributors y: 7 # changes baselines/logger.py x: 9 # contributors y: 17 # changes baselines/bench/benchmarks.py x: 6 # contributors y: 12 # changes setup.cfg x: 2 # contributors y: 6 # changes baselines/common/vec_env/shmem_vec_env.py x: 4 # contributors y: 7 # changes baselines/common/mpi_adam_optimizer.py x: 2 # contributors y: 5 # changes baselines/common/vec_env/util.py x: 2 # contributors y: 2 # changes baselines/acktr/kfac.py x: 7 # contributors y: 7 # changes baselines/common/vec_env/vec_env.py x: 1 # contributors y: 2 # changes baselines/common/vec_env/vec_monitor.py x: 1 # contributors y: 4 # changes baselines/common/vec_env/vec_normalize.py x: 5 # contributors y: 8 # changes baselines/ddpg/ddpg.py x: 6 # contributors y: 10 # changes baselines/ppo2/model.py x: 1 # contributors y: 3 # changes baselines/ppo2/ppo2.py x: 8 # contributors y: 18 # changes baselines/ppo1/pposgd_simple.py x: 5 # contributors y: 7 # changes baselines/common/retro_wrappers.py x: 2 # contributors y: 4 # changes baselines/deepq/experiments/custom_cartpole.py x: 4 # contributors y: 3 # changes baselines/common/tf_util.py x: 15 # contributors y: 25 # changes baselines/a2c/a2c.py x: 9 # contributors y: 14 # changes baselines/common/distributions.py x: 5 # contributors y: 15 # changes baselines/common/vec_env/__init__.py x: 7 # contributors y: 12 # changes baselines/common/vec_env/dummy_vec_env.py x: 9 # contributors y: 21 # changes baselines/her/her.py x: 2 # contributors y: 3 # changes baselines/her/ddpg.py x: 5 # contributors y: 5 # changes baselines/her/experiment/config.py x: 3 # contributors y: 4 # changes baselines/her/her_sampler.py x: 1 # contributors y: 1 # changes baselines/deepq/__init__.py x: 3 # contributors y: 3 # changes baselines/common/mpi_adam.py x: 4 # contributors y: 4 # changes baselines/common/policies.py x: 4 # contributors y: 8 # changes baselines/common/cg.py x: 3 # contributors y: 2 # changes baselines/common/dataset.py x: 2 # contributors y: 1 # changes
32.0
# changes
  min: 1.0
  average: 5.46
  25th percentile: 2.0
  median: 4.0
  75th percentile: 6.0
  max: 32.0
0 16.0
# contributors
min: 1.0 | average: 3.6 | 25th percentile: 1.0 | median: 3.0 | 75th percentile: 5.0 | max: 16.0

Number of Contributors vs. File Size: 123 points

baselines/bench/monitor.py x: 7 # contributors y: 142 lines of code baselines/common/cmd_util.py x: 13 # contributors y: 154 lines of code setup.py x: 15 # contributors y: 51 lines of code baselines/common/vec_env/subproc_vec_env.py x: 8 # contributors y: 109 lines of code baselines/gail/behavior_clone.py x: 3 # contributors y: 103 lines of code baselines/gail/run_mujoco.py x: 4 # contributors y: 193 lines of code baselines/run.py x: 16 # contributors y: 185 lines of code baselines/acer/acer.py x: 3 # contributors y: 257 lines of code baselines/common/mpi_moments.py x: 4 # contributors y: 47 lines of code baselines/gail/dataset/mujoco_dset.py x: 6 # contributors y: 94 lines of code baselines/deepq/build_graph.py x: 12 # contributors y: 157 lines of code baselines/deepq/deepq.py x: 6 # contributors y: 198 lines of code baselines/ddpg/ddpg_learner.py x: 5 # contributors y: 312 lines of code baselines/her/rollout.py x: 5 # contributors y: 105 lines of code baselines/deepq/models.py x: 6 # contributors y: 38 lines of code baselines/logger.py x: 9 # contributors y: 362 lines of code baselines/common/atari_wrappers.py x: 9 # contributors y: 202 lines of code baselines/bench/__init__.py x: 4 # contributors y: 2 lines of code baselines/bench/benchmarks.py x: 6 # contributors y: 122 lines of code setup.cfg x: 2 # contributors y: 6 lines of code baselines/common/vec_env/shmem_vec_env.py x: 4 # contributors y: 111 lines of code baselines/common/mpi_adam_optimizer.py x: 2 # contributors y: 69 lines of code baselines/common/vec_env/util.py x: 2 # contributors y: 30 lines of code baselines/acktr/acktr.py x: 2 # contributors y: 126 lines of code baselines/acktr/kfac.py x: 7 # contributors y: 695 lines of code baselines/common/models.py x: 3 # contributors y: 156 lines of code baselines/common/plot_util.py x: 2 # contributors y: 358 lines of code baselines/common/vec_env/vec_env.py x: 1 # contributors y: 121 lines of code baselines/common/vec_env/vec_monitor.py x: 1 # contributors y: 51 lines of code baselines/common/vec_env/vec_normalize.py x: 5 # contributors y: 38 lines of code baselines/common/vec_env/vec_remove_dict_obs.py x: 1 # contributors y: 8 lines of code baselines/common/wrappers.py x: 1 # contributors y: 24 lines of code baselines/ppo2/model.py x: 1 # contributors y: 89 lines of code baselines/ppo2/ppo2.py x: 8 # contributors y: 152 lines of code baselines/ppo1/pposgd_simple.py x: 5 # contributors y: 174 lines of code baselines/common/retro_wrappers.py x: 2 # contributors y: 214 lines of code baselines/gail/adversary.py x: 6 # contributors y: 69 lines of code baselines/common/tf_util.py x: 15 # contributors y: 271 lines of code baselines/a2c/a2c.py x: 9 # contributors y: 134 lines of code baselines/a2c/runner.py x: 3 # contributors y: 50 lines of code baselines/common/running_mean_std.py x: 4 # contributors y: 133 lines of code baselines/common/distributions.py x: 5 # contributors y: 284 lines of code baselines/common/vec_env/__init__.py x: 7 # contributors y: 9 lines of code baselines/common/vec_env/dummy_vec_env.py x: 9 # contributors y: 57 lines of code baselines/common/vec_env/vec_frame_stack.py x: 3 # contributors y: 26 lines of code baselines/her/her.py x: 2 # contributors y: 150 lines of code baselines/her/experiment/config.py x: 3 # contributors y: 153 lines of code baselines/her/experiment/data_generation/fetch_data_generation.py x: 2 # contributors y: 89 lines of code baselines/results_plotter.py x: 4 # contributors y: 76 lines of code baselines/deepq/__init__.py x: 3 # contributors y: 7 lines of code baselines/common/policies.py x: 4 # contributors y: 98 lines of code baselines/ddpg/noise.py x: 2 # contributors y: 47 lines of code baselines/deepq/experiments/enjoy_pong.py x: 4 # contributors y: 23 lines of code benchmarks_mujoco1M.htm x: 1 # contributors y: 5566 lines of code baselines/a2c/utils.py x: 4 # contributors y: 239 lines of code baselines/acer/policies.py x: 5 # contributors y: 63 lines of code baselines/common/segment_tree.py x: 1 # contributors y: 69 lines of code baselines/gail/trpo_mpi.py x: 5 # contributors y: 290 lines of code
5566.0
lines of code
  min: 1.0
  average: 133.37
  25th percentile: 23.0
  median: 56.0
  75th percentile: 122.0
  max: 5566.0
0 16.0
# contributors
min: 1.0 | average: 3.6 | 25th percentile: 1.0 | median: 3.0 | 75th percentile: 5.0 | max: 16.0