hanshiyi

hanshiyi's Stars

• yangshun/tech-interview-handbook

  💯 Curated coding interview preparation materials for busy software engineers

  Language:TypeScript119k14.7k

• kpe/bert-for-tf2

  A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.

  Language:Python802193

• FranxYao/Deep-Generative-Models-for-Natural-Language-Processing

  DGMs for NLP. A roadmap.

  39333

• google/sentencepiece

  Unsupervised text tokenizer for Neural Network-based text generation.

  Language:C++10.3k1.2k

• vickyzayats/roberta_tf_ckpt

  Transfer RoBERTa checkpoint for Tensorflow

  Language:Python166

• huggingface/datasets

  🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

  Language:Python19.2k2.7k

• HuaizhengZhang/AI-System-School

  🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑‍💻 Video Tutorials.

  2.7k307

• hanshiyi/POSBERT

  A variation of BERT model which includes syntactic information during training phase

  Language:Python2

• alirezadir/Production-Level-Deep-Learning

  A guideline for building practical production-level deep learning systems to be deployed in real world applications.

  4.3k646

• chiphuyen/machine-learning-systems-design

  A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

  Language:HTML9.1k1.4k

• maknotavailable/pytorch-pretrained-BERT

  A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

  Language:Jupyter Notebook6837

• pranz24/pytorch-soft-actor-critic

  PyTorch implementation of soft actor critic

  Language:Python813181

• jannerm/mbpo

  Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"

  Language:Python47983

• 1duo/awesome-ai-infrastructures

  Infrastructures™ for Machine Learning Training/Inference in Production.

  38571

• tony-framework/TonY

  TonY is a framework to natively run deep learning frameworks on Apache Hadoop.

  Language:Java708164

• ljk628/ML-Systems

  papers on scalable and efficient machine learning systems

  19243

• theanalyst/awesome-distributed-systems

  A curated list to learn about distributed systems

  10.7k1.5k

• donnemartin/system-design-primer

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

  Language:Python275k46.2k

• 996icu/996.ICU

  Repo for counting stars and contributing. Press F to pay respect to glorious developers.

  270k21.1k

• jzeng9/hack-brown2019

  Language:HTML42

• patverga/bran

  Full abstract relation extraction from biological texts with bi-affine relation attention networks

  Language:Python12833

• satwikkansal/wtfpython

  What the f*ck Python? 😱

  Language:Python35.8k2.7k

• deanwampler/spark-scala-tutorial

  A free tutorial for Apache Spark.

  Language:Jupyter Notebook985430

• guipsamora/pandas_exercises

  Practice your pandas skills!

  Language:Jupyter Notebook10.8k8.3k

• jadianes/spark-py-notebooks

  Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

  Language:Jupyter Notebook1.6k918

• asyml/texar

  Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

  Language:Python2.4k374