science4fun's repositories
mycli
A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
loguru
Python logging made (stupidly) simple
PyBioMed
machine learning, molecular descriptor
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
latex-advice
Advice for writing LaTeX documents
Kaggle_Earthquake_challenge
This is the code for the Kaggle Earthquake Challenge by Siraj Raval on Youtube
UCL-DeepReinforcementLearning
一门由AlphaGo项目负责人David Sliver，在UCL(伦敦大学)主讲的强化学习经典课程
chainer-chemistry
Chainer Chemistry: A Library for Deep Learning in Biology and Chemistry
Retrosynthetic-Reaction-Prediction-Merck-2019
“默克”杯逆合成反应预测大赛 一些前期工作
Duke-MLWS-2019
Duke Machine Learning Winter School 2019
list_of_recommender_systems
A List of Recommender Systems and Resources
really-awesome-gan
A list of papers on Generative Adversarial (Neural) Networks
algs4
Algorithms, 4th edition textbook code and libraries
annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
algorithms-sedgewick-wayne
Solutions to the exercises of the Algorithms book by Robert Sedgewick and Kevin Wayne
CLRS
:notebook:Solutions to Introduction to Algorithms
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
gcn
Implementation of Graph Convolutional Networks in TensorFlow
awesome-h2o
A curated list of research, applications and projects built using H2O Machine Learning
pyGeoStatistics
Geostatistics in Python
pystan
PyStan, the Python interface to Stan
PyDeepGP
Deep Gaussian Processes in Python
python-guide
Python best practices guidebook, written for humans.
scikit-sparse
Sparse matrix tools extending scipy.sparse, but with incompatible licenses
rexgen_direct
Template-free prediction of organic reaction outcomes
DL_PyTorch
Code for the Deep Learning with PyTorch lesson
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
rdkit
The official sources for the RDKit library
pyprobml
Python code for "Machine learning: a probabilistic perspective"