LiamConnell

gpt-researcher

LLM based autonomous agent that conducts local and web research on any topic and generates a comprehensive report with citations.

agentkit

Starter-kit to build constrained agents with Nextjs, FastAPI and Langchain

aider

aider is AI pair programming in your terminal

xarray-spatial

Raster-based Spatial Analytics for Python

thesis_code

GiantMIDI-Piano

electricitymaps-contrib

A real-time visualisation of the CO2 emissions of electricity consumption

facet

Human-explainable AI.

nest_asyncio

Patch asyncio to allow nested event loops

heartwave

Multi-person heart rate measurement from webcam

eventkit

Event-driven data pipelines

clean-code-python

:bathtub: Clean Code concepts adapted for Python

Financial-Models-Numerical-Methods

Collection of notebooks about quantitative finance, with interactive python code.

stock-price-forecasting

An attempt to use natural language processing techniques in order to aid stock price forecasts.

bert

TensorFlow code and pre-trained models for BERT

gpt-2

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

serverless-url-shortener

mlss2018

A repository of notes, slides and everything in between that happened during MLSS 2018.

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

DeepJ

A deep learning model for style-specific music generation.

zhusuan

A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

Stack-RNN

This is the code used for the paper "Inferring algorithmic patterns with a stack augmented recurrent network", by Armand Joulin and Tomas Mikolov.

Data-Analysis-and-Machine-Learning-Projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

biaxial-rnn-music-composition

A recurrent neural network designed to generate classical music.

pymc2

THIS IS THE **OLD** PYMC PROJECT (VERSION 2). PLEASE USE PYMC INSTEAD:

uq_chapter

Uncertainty quantification book chapter

semisup-learn

Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN