kigochen

FinMind

Open Data, more than 50 financial data. 提供超過 50 個金融資料(台股為主)，每天更新 https://finmind.github.io/

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

seai

CMU Lecture: Machine Learning In Production / AI Engineering / Software Engineering for AI-Enabled Systems (SE4AI)

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

otbtf

Deep learning with otb (mirror of https://forgemia.inra.fr/remi.cresson/otbtf)

Graph-Neural-Network-Review

imagefusion_deeplearning

VggML (ICPR 2018, Beijing)

Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

coding-interview-university

A complete computer science study plan to become a software engineer.

spark-data-sources

Developing Spark External Data Sources using the V2 API

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Deep-Learning-with-TensorFlow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

CPG

Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural Information Processing Systems, NeurIPS 2019

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Python

All Algorithms implemented in Python

2018AICity_TeamUW

The winning method in Track 1 and Track 3 at the 2nd AI City Challenge Workshop in CVPR 2018 - Official Implementation

Octave-Conv-Keras

This is a keras implementation of Octave Convolution

spherical-cnn

Demo code for the paper "Learning SO(3) Equivariant Representations with Spherical CNNs"

caffe

Caffe: a fast open framework for deep learning.

deep-learning-cv

Course Material for "Application of Deep Learning in Computer Vision"

DeepLearningBook-CN

A translation of the deep learning book (翻译《深度学习》)

awesome

😎 Awesome lists about all kinds of interesting topics

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

gitignore

A collection of useful .gitignore templates

Packt-Publishing-Free-Learning

Scripts that automatically claim and download free daily eBooks from https://www.packtpub.com/packt/offers/free-learning

perceptions

Perceptions of Probability and Numbers

fn.py

Functional programming in Python: implementation of missing features to enjoy FP

scala-style-guide

Databricks Scala Coding Style Guide