ML's repositories
cuml
cuML - RAPIDS Machine Learning Library
cvxpy
A Python-embedded modeling language for convex optimization problems.
tsp-c
A wrapper for c++ to solve the Traveling Salesman Problem
qlib
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
TabSurvey
Experiments on Tabular Data Models
elkai
Python 3 travelling salesman (TSP) approx solver based on LKH (cross platform)
rtdl
Research on Tabular Deep Learning (Python package & papers)
Python-Financial-Technical-Indicators-Pandas
Technical Indicators implemented in Python only using Numpy-Pandas as Magic - Very Very Fast! Very tiny! Stock Market Financial Technical Analysis Python library . Quant Trading automation or cryptocoin exchange
AlgoNotes
公众号【浅梦的学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容
awesome-cs-books
经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等
GraphEmbedding
Implementation and experiments of graph embedding algorithms.
deep_learning_for_tabular_data
A conceptual presention and a data generator making easier using tabular data with TensorFlow and Keras
Awesome-algorithm-interview
算法工程师(人工智能CV方向)面试问题及相关资料
IT_book
本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）
awesome_time_series_in_python
This curated list contains python packages for time series analysis
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
pyconcorde
Python wrapper around the Concorde TSP solver
pyod
A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
AutoSeries
Public solution for AutoSeries competition
cal_kaggle_rank
爬取Kaggle排行榜，计算数据集平均排名
WorldQuant_alpha101_code
Code implementation of the Quantigic 101 Formulaic Alphas
benchmarks
Comparison tool