htaj22

htaj22's Stars

• valeman/Transformers_And_LLM_Are_What_You_Dont_Need

  The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transformer models.

  47926

• mnielsen/neural-networks-and-deep-learning

  Code samples for my book "Neural Networks and Deep Learning"

  Language:Python15.9k6.5k

• davidADSP/Generative_Deep_Learning_2nd_Edition

  The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

  Language:Jupyter Notebook1k392

• PacktPublishing/Hands-On-Graph-Neural-Networks-Using-Python

  Hands-On Graph Neural Networks Using Python, published by Packt

  Language:Jupyter Notebook698186

• ageron/handson-ml3

  A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

  Language:Jupyter Notebook7.3k3k

• williamleif/GraphSAGE

  Representation learning on large graphs using stochastic graph convolutions.

  Language:Python3.4k842

• jacobeisenstein/gt-nlp-class

  Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

  Language:TeX4.9k1.1k

• qiskit-community/qiskit-community-tutorials

  A collection of Jupyter notebooks developed by the community showing how to use Qiskit

  Language:Jupyter Notebook703510

• probml/pml-book

  "Probabilistic Machine Learning" - a book series by Kevin Murphy

  Language:Jupyter Notebook4.9k587

• snap-stanford/mambo

  Language:Jupyter Notebook3713

• mims-harvard/ohmnet

  OhmNet: Representation learning in multi-layer graphs

  Language:Python7833

• google-research/t5x

  Language:Python2.6k298

• jofmi/agentpy

  AgentPy is an open-source framework for the development and analysis of agent-based models in Python.

  Language:Python31138

• google/trax

  Trax — Deep Learning with Clear Code and Speed

  Language:Python8k813

• allenai/bilm-tf

  Tensorflow implementation of contextualized word representations from bi-directional language models

  Language:Python1.6k453

• allenai/allennlp-models

  Officially supported AllenNLP models

  Language:Python518174

• allenai/allennlp

  An open-source NLP research library, built on PyTorch.

  Language:Python11.7k2.2k

• allenai/tango

  Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project.

  Language:Python52544

• Denis2054/Transformers-for-NLP-2nd-Edition

  Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

  Language:Jupyter Notebook782290

• EmilHvitfeldt/smltar

  Manuscript of the book "Supervised Machine Learning for Text Analysis in R" by Emil Hvitfeldt and Julia Silge

  Language:TeX24893

• aws/amazon-sagemaker-examples

  Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

  Language:Jupyter Notebook10k6.7k

• WillKoehrsen/Data-Analysis

  Data Science Using Python

  Language:Jupyter Notebook5.2k3.6k

• terrier-org/pyterrier

  A Python framework for performing information retrieval experiments, building on http://terrier.org/

  Language:Python40864