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agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

algonotes

公众号【浅梦的学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容

assigmment

attention

some attention implements

bert4keras

keras implement of transformers for humans

camelbell-chinese-lora

CamelBell（驼铃) is be a Chinese Language Tuning project based on LoRA. CamelBell is belongs to Project Luotuo(骆驼), an open sourced Chinese-LLM project created by 冷子昂 @ 商汤科技 & 陈启源 @ 华中师范大学 & 李鲁鲁 @ 商汤科技

causalml

Uplift modeling and causal inference with machine learning algorithms

competition-baseline

数据科学竞赛各种baseline代码、思路分享

cuda_freshman

deep-ctr-prediction

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deepctr-pytorch

Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.

deeptables

DeepTables: Deep-learning Toolkit for Tabular data

dppo_agent

dreambooth-for-diffusion

首个完整封装、一体化训练stable diffusion dreambooth的autodl镜像环境，可训练定制自己的独特大模型风格、人物，开箱即用，内含详细教程。

elegantrl

Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch.

fasttext

Library for fast text representation and classification.

fatwalle

gbdt

A simple GBDT in Python

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt2-chinese

Chinese version of GPT2 training code, using BERT tokenizer.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

lofo-importance

Leave One Feature Out Importance

ml-000

ml-training-camp

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

opencompetitionv2

This is a collection of convenient methods for data science competition.

ppo-pytorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

race_code

processing data scripts