bookcold's starred repositories
cpsc330-2022W1
CPSC 330: Applied Machine Learning
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
NYU-DLSP20
NYU Deep Learning Spring 2020
Conference-Acceptance-Rate
Acceptance rates for the major AI conferences
causal-text-papers
Curated research at the intersection of causal inference and natural language processing.
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
Awesome-Incremental-Learning
Awesome Incremental Learning
Causal_Reading_Group
We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.
Awesome-Cybersecurity-Datasets
A curated list of amazingly awesome Cybersecurity datasets
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
hate-speech-and-offensive-language
Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
berkeley-stat-157
Homepage for STAT 157 at UC Berkeley
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
docker-stacks
Ready-to-run Docker images containing Jupyter applications
contextualbandits
Python implementations of contextual bandits algorithms
BanditsBook
Code for my book on Multi-Armed Bandit Algorithms
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
pumpkin-book
《机器学习》（西瓜书）公式详解
awesome-self-supervised-learning
A curated list of awesome self-supervised methods