From 767a1197b374f4e90cb0b558bfa43e2a53a4a9b7 Mon Sep 17 00:00:00 2001 From: ltcptgeneral <35508619+ltcptgeneral@users.noreply.github.com> Date: Sun, 8 Mar 2020 16:48:19 -0500 Subject: [PATCH] analysis.py v 1.1.13.006 regression.py v 1.0.0.003 analysis pkg v 1.0.0.8 --- analysis-master/analysis.egg-info/PKG-INFO | 2 +- analysis-master/analysis.egg-info/SOURCES.txt | 1 + .../analysis.egg-info/requires.txt | 6 +++ analysis-master/analysis/analysis.py | 9 ++-- analysis-master/analysis/regression.py | 25 ++++++---- .../build/lib/analysis/analysis.py | 43 ++++++++---------- .../build/lib/analysis/regression.py | 25 ++++++---- .../dist/analysis-1.0.0.7-py3-none-any.whl | Bin 20335 -> 0 bytes analysis-master/dist/analysis-1.0.0.7.tar.gz | Bin 18671 -> 0 bytes .../dist/analysis-1.0.0.8-py3-none-any.whl | Bin 0 -> 20459 bytes analysis-master/dist/analysis-1.0.0.8.tar.gz | Bin 0 -> 18782 bytes analysis-master/setup.py | 10 +++- 12 files changed, 70 insertions(+), 51 deletions(-) create mode 100644 analysis-master/analysis.egg-info/requires.txt delete mode 100644 analysis-master/dist/analysis-1.0.0.7-py3-none-any.whl delete mode 100644 analysis-master/dist/analysis-1.0.0.7.tar.gz create mode 100644 analysis-master/dist/analysis-1.0.0.8-py3-none-any.whl create mode 100644 analysis-master/dist/analysis-1.0.0.8.tar.gz diff --git a/analysis-master/analysis.egg-info/PKG-INFO b/analysis-master/analysis.egg-info/PKG-INFO index 3d2c5284..cc62b061 100644 --- a/analysis-master/analysis.egg-info/PKG-INFO +++ b/analysis-master/analysis.egg-info/PKG-INFO @@ -1,6 +1,6 @@ Metadata-Version: 2.1 Name: analysis -Version: 1.0.0.7 +Version: 1.0.0.8 Summary: analysis package developed by Titan Scouting for The Red Alliance Home-page: https://github.com/titanscout2022/tr2022-strategy Author: The Titan Scouting Team diff --git a/analysis-master/analysis.egg-info/SOURCES.txt b/analysis-master/analysis.egg-info/SOURCES.txt index ea473c34..b7f40198 100644 --- a/analysis-master/analysis.egg-info/SOURCES.txt +++ b/analysis-master/analysis.egg-info/SOURCES.txt @@ -8,4 +8,5 @@ analysis/visualization.py analysis.egg-info/PKG-INFO analysis.egg-info/SOURCES.txt analysis.egg-info/dependency_links.txt +analysis.egg-info/requires.txt analysis.egg-info/top_level.txt \ No newline at end of file diff --git a/analysis-master/analysis.egg-info/requires.txt b/analysis-master/analysis.egg-info/requires.txt new file mode 100644 index 00000000..6868226f --- /dev/null +++ b/analysis-master/analysis.egg-info/requires.txt @@ -0,0 +1,6 @@ +numba +numpy +scipy +scikit-learn +six +matplotlib diff --git a/analysis-master/analysis/analysis.py b/analysis-master/analysis/analysis.py index 7a840e89..c0f0de7f 100644 --- a/analysis-master/analysis/analysis.py +++ b/analysis-master/analysis/analysis.py @@ -7,10 +7,12 @@ # current benchmark of optimization: 1.33 times faster # setup: -__version__ = "1.1.13.005" +__version__ = "1.1.13.006" # changelog should be viewed using print(analysis.__changelog__) __changelog__ = """changelog: + 1.1.13.006: + - cleaned up imports 1.1.13.005: - cleaned up package 1.1.13.004: @@ -283,10 +285,7 @@ import scipy from scipy import * import sklearn from sklearn import * -try: - from analysis import trueskill as Trueskill -except: - import trueskill as Trueskill +from analysis import trueskill as Trueskill class error(ValueError): pass diff --git a/analysis-master/analysis/regression.py b/analysis-master/analysis/regression.py index adf2a54e..e899e9ff 100644 --- a/analysis-master/analysis/regression.py +++ b/analysis-master/analysis/regression.py @@ -5,19 +5,22 @@ # this module is cuda-optimized and vectorized (except for one small part) # setup: -__version__ = "1.0.0.003" +__version__ = "1.0.0.004" # changelog should be viewed using print(analysis.regression.__changelog__) __changelog__ = """ -1.0.0.003: - - bug fixes -1.0.0.002: - -Added more parameters to log, exponential, polynomial - -Added SigmoidalRegKernelArthur, because Arthur apparently needs - to train the scaling and shifting of sigmoids -1.0.0.001: - -initial release, with linear, log, exponential, polynomial, and sigmoid kernels - -already vectorized (except for polynomial generation) and CUDA-optimized + 1.0.0.004: + - bug fixes + - fixed changelog + 1.0.0.003: + - bug fixes + 1.0.0.002: + -Added more parameters to log, exponential, polynomial + -Added SigmoidalRegKernelArthur, because Arthur apparently needs + to train the scaling and shifting of sigmoids + 1.0.0.001: + -initial release, with linear, log, exponential, polynomial, and sigmoid kernels + -already vectorized (except for polynomial generation) and CUDA-optimized """ __author__ = ( @@ -40,6 +43,8 @@ __all__ = [ 'CustomTrain' ] +import torch + global device device = "cuda:0" if torch.torch.cuda.is_available() else "cpu" diff --git a/analysis-master/build/lib/analysis/analysis.py b/analysis-master/build/lib/analysis/analysis.py index 9297585b..c0f0de7f 100644 --- a/analysis-master/build/lib/analysis/analysis.py +++ b/analysis-master/build/lib/analysis/analysis.py @@ -7,10 +7,20 @@ # current benchmark of optimization: 1.33 times faster # setup: -__version__ = "1.1.13.001" +__version__ = "1.1.13.006" # changelog should be viewed using print(analysis.__changelog__) __changelog__ = """changelog: + 1.1.13.006: + - cleaned up imports + 1.1.13.005: + - cleaned up package + 1.1.13.004: + - small fixes to regression to improve performance + 1.1.13.003: + - filtered nans from regression + 1.1.13.002: + - removed torch requirement, and moved Regression back to regression.py 1.1.13.001: - bug fix with linear regression not returning a proper value - cleaned up regression @@ -239,7 +249,6 @@ __author__ = ( ) __all__ = [ - '_init_device', 'load_csv', 'basic_stats', 'z_score', @@ -260,7 +269,6 @@ __all__ = [ 'SVM', 'random_forest_classifier', 'random_forest_regressor', - 'Regression', 'Glicko2', # all statistics functions left out due to integration in other functions ] @@ -273,15 +281,11 @@ import csv import numba from numba import jit import numpy as np -import math import scipy from scipy import * import sklearn from sklearn import * -try: - from analysis import trueskill as Trueskill -except: - import trueskill as Trueskill +from analysis import trueskill as Trueskill class error(ValueError): pass @@ -344,15 +348,15 @@ def histo_analysis(hist_data): def regression(inputs, outputs, args): # inputs, outputs expects N-D array + X = np.array(inputs) + y = np.array(outputs) + regressions = [] if 'lin' in args: # formula: ax + b try: - X = np.array(inputs) - y = np.array(outputs) - def func(x, a, b): return a * x + b @@ -369,9 +373,6 @@ def regression(inputs, outputs, args): # inputs, outputs expects N-D array try: - X = np.array(inputs) - y = np.array(outputs) - def func(x, a, b, c, d): return a * np.log(b*(x + c)) + d @@ -386,10 +387,7 @@ def regression(inputs, outputs, args): # inputs, outputs expects N-D array if 'exp' in args: # formula: a e ^ (b(x + c)) + d - try: - - X = np.array(inputs) - y = np.array(outputs) + try: def func(x, a, b, c, d): @@ -405,8 +403,8 @@ def regression(inputs, outputs, args): # inputs, outputs expects N-D array if 'ply' in args: # formula: a + bx^1 + cx^2 + dx^3 + ... - inputs = [inputs] - outputs = [outputs] + inputs = np.array([inputs]) + outputs = np.array([outputs]) plys = [] limit = len(outputs[0]) @@ -428,10 +426,7 @@ def regression(inputs, outputs, args): # inputs, outputs expects N-D array if 'sig' in args: # formula: a tanh (b(x + c)) + d - try: - - X = np.array(inputs) - y = np.array(outputs) + try: def func(x, a, b, c, d): diff --git a/analysis-master/build/lib/analysis/regression.py b/analysis-master/build/lib/analysis/regression.py index adf2a54e..e899e9ff 100644 --- a/analysis-master/build/lib/analysis/regression.py +++ b/analysis-master/build/lib/analysis/regression.py @@ -5,19 +5,22 @@ # this module is cuda-optimized and vectorized (except for one small part) # setup: -__version__ = "1.0.0.003" +__version__ = "1.0.0.004" # changelog should be viewed using print(analysis.regression.__changelog__) __changelog__ = """ -1.0.0.003: - - bug fixes -1.0.0.002: - -Added more parameters to log, exponential, polynomial - -Added SigmoidalRegKernelArthur, because Arthur apparently needs - to train the scaling and shifting of sigmoids -1.0.0.001: - -initial release, with linear, log, exponential, polynomial, and sigmoid kernels - -already vectorized (except for polynomial generation) and CUDA-optimized + 1.0.0.004: + - bug fixes + - fixed changelog + 1.0.0.003: + - bug fixes + 1.0.0.002: + -Added more parameters to log, exponential, polynomial + -Added SigmoidalRegKernelArthur, because Arthur apparently needs + to train the scaling and shifting of sigmoids + 1.0.0.001: + -initial release, with linear, log, exponential, polynomial, and sigmoid kernels + -already vectorized (except for polynomial generation) and CUDA-optimized """ __author__ = ( @@ -40,6 +43,8 @@ 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setuptools setuptools.setup( name="analysis", # Replace with your own username - version="1.0.0.007", + version="1.0.0.008", author="The Titan Scouting Team", author_email="titanscout2022@gmail.com", description="analysis package developed by Titan Scouting for The Red Alliance", @@ -10,6 +10,14 @@ setuptools.setup( long_description_content_type="text/markdown", url="https://github.com/titanscout2022/tr2022-strategy", packages=setuptools.find_packages(), + install_requires=[ + "numba", + "numpy", + "scipy", + "scikit-learn", + "six", + "matplotlib" + ], license = "GNU General Public License v3.0", classifiers=[ "Programming Language :: Python :: 3",