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30-days-of-python

30 days of Python programming challenge is a step by step guide to learn Python programming language in 30 days.

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

book1_python-for-beginners

Book_1_《编程不难》 | 鸢尾花书：从加减乘除到机器学习；请多多批评指正！

book2_beauty-of-data-visualization

Book_2_《可视之美》 | 鸢尾花书：从加减乘除到机器学习，欢迎批评指正

book3_elements-of-mathematics

Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！

book4_power-of-matrix

Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

book5_essentials-of-probability-and-statistics

Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！

book7_visualizations-for-machine-learning

Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；正在修改

cnn_based_saliency

ddm

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

elvis

Very lightweight annotation visualization for the EDL branch of TAC 2015/2016

entityelection

A program that performs entity linking by querying Google and Wikipedia.

fofe-ner

fofe-ner-server

freebaseqacode

A program that processes QA pairs in Freebase to obtain relevant semantic triples.

freebaseqaweb

A website interface that allows users to label the relevance between previously-obtained QA pairs and Freebase predicates.

hope-cnn

Using HOPE model to train CNNs

incml-dnnlm

A CUDA-C implementation of FOFE and FSMN

incml.github.io

llm_simulation

machinelearningbook

The companion repository for the book "Machine Learning Fundamentals".

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

query-google-causal

simplenn

A simple matlab code for NNs

swe

SWE Toolkit. Learning Semantic Word Embeddings based on Ordinal Knowledge Constraints. A general framework to incorporate semantic knowledge into the popular data-driven learning process of word vectors. Applications including word similarity, sentence completion, etc. ACL-2015, Beijing, China