jonsep

jupyterlab-lsp

Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol

The-Art-of-Linear-Algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

OpenBB

Investment Research for Everyone, Everywhere.

tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

MLE-Flashcards

200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

compose

A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.

flash-linux0.11-talk

你管这破玩意叫操作系统源码 — 像小说一样品读 Linux 0.11 核心代码

The-Kaggle-Book

Code Repository for The Kaggle Book, Published by Packt Publishing

memray

Memray is a memory profiler for Python

nautilus_trader

A high-performance algorithmic trading platform and event-driven backtester

RL-book

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

reformer-pytorch

Reformer, the efficient Transformer, in Pytorch

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

AdversarialNetsPapers

Awesome paper list with code about generative adversarial nets

Treasure-of-Transformers

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

orderbook

A fast L2/L3 orderbook data structure, in C, for Python

tfrecord

Standalone TFRecord reader/writer with PyTorch data loaders

tfx

TFX is an end-to-end platform for deploying production ML pipelines

machine-learning-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

influential-cs-books

Most influential books on Computer Science/programming

Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

qwerty-learner

为键盘工作者设计的单词记忆与英语肌肉记忆锻炼软件 / Words learning and English muscle memory training software designed for keyboard workers

www.mlcompendium.com

The Machine Learning & Deep Learning Compendium was a list of references in my private & single document, which I curated in order to expand my knowledge, it is now an open knowledge-sharing project compiled using Gitbook.

modelfox

ModelFox makes it easy to train, deploy, and monitor machine learning models.

LOB

Benchmark Dataset of Limit Order Book in China Markets

learn-nlp-with-transformers

we want to create a repo to illustrate usage of transformers in chinese