ChrisW09

amazon-sagemaker-examples

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

awesome-mlops

A curated list of references for MLOps

determined

Determined: Deep Learning Training Platform

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

handson-ml2

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.

mesh-transformer-jax

Model parallel transformers in JAX and Haiku

fastbook

The fastai book, published as Jupyter Notebooks

gensim

Topic Modelling for Humans

great_expectations

Always know what to expect from your data.

NAM-Ensemble-Model

Combining Neural Additive Models with Convolutional Neural Networks to predict prices of AirBnB accomodations. (Co-Author: Jonathan Mißler)

nlp_arabic

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

rogue-dimensions

replication code for EMNLP 2021 paper

shapash

🔅 Shapash makes Machine Learning models transparent and understandable by everyone

simpletransformers

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

text-summarisation-project

A tutorial on how to set up a text summarisation project

Time-Series-Ensembles

TNTM

This repository contains the code for the Transformer-Representation Neural Topic Model (TNTM) based on the paper "Probabilistic Topic Modelling with Transformer Representations" by Arik Reuter, Anton Thielmann, Christoph Weisser, Benjamin Säfken and Thomas Kneib

workshops

Materials for workshops on the Hugging Face ecosystem

mamba-tabular

Mambular is a Python package that brings the power of Mamba architectures to tabular data, offering a suite of deep learning models for regression, classification, and distributional regression tasks.

openai-python

langchain-tutorials

A set of LangChain Tutorials from my youtube channel

llm-tutorials

A set of LLM Tutorials from my youtube channel

mlflow

Open source platform for the machine learning lifecycle

rankings

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

sktime

A unified framework for machine learning with time series

STREAM

Simplified Topic Retrieval, Exploration, and Analysis Module

time-series

Time series forecasting experiments using machine learning, deep learning and statistical methods.

Twitmo

Collect Twitter data and create topic models with R