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advanced-machine-learning

It covers deep learning, reinforcement learning, natural language understanding, computer vision and Bayesian methods. Touch base with the real-world problems. By National Research University Higher School of Economics

algorithms-datastructure

I implemented algorithms along with supporting data structures. It covers graphs, dynamic programming and large genome matching

amplifyapp

architecture.of.internet-product

互联网公司技术架构，微信/淘宝/微博/腾讯/阿里/美团点评/百度/Google/Facebook/Amazon/eBay的架构，欢迎PR补充

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-math

A curated list of awesome mathematics resources

bert

TensorFlow code and pre-trained models for BERT

caffe

Caffe: a fast open framework for deep learning.

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

causalml

Uplift modeling and causal inference with machine learning algorithms

cpython

The Python programming language

cs224n

Solutions for CS224n (2022)

data_science

Fundamental implementation of Statistics and Machine Learning Algorithms, including but not limited to, k-NN, Classification, Regression, Artificial Neural Networks/CNN, Sequence Modelling (NLP/RNN), etc

deep-learning

Neural network, deep learning, optimization, convolutional networks, natural language processing, sequence models by Andrew Ng

django-oscar

Domain-driven e-commerce for Django

edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

electronic-wechat

:speech_balloon: A better WeChat on macOS and Linux. Built with Electron by Zhongyi Tong.

extended-exercise-windows

A list of startups that have employee-friendly terms for exercising your options past 90 days.

facenet

Face recognition using Tensorflow

fansite-analytics-challenge

fastai

The fastai deep learning library, plus lessons and and tutorials

fastfm

fastFM: A Library for Factorization Machines

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

gbm

Gradient boosted models

gcn

Implementation of Graph Convolutional Networks in TensorFlow

genome-pattern-search

Matching against a compressed string of Genome

glove

GloVe model for distributed word representation

hackerrank

Code challenges through hackerrank web, including Dynamic Programming, Sorting, Greedy, Bit Manipulation, Search, etc