colllin
Applied AI. Currently on self-funded sabbatical. Retired full-stack developer.
@DigitalGlobe R&DUSA
Pinned Repositories
colllin's Repositories
colllin/alpha-zero-general
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
colllin/alphazero-general
A fast, generalized, and modified implementation of Deepmind's distinguished AlphaZero in PyTorch.
colllin/apperception
colllin/AuxiLearn
Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]
colllin/babyagi
colllin/Deformable-DETR
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
colllin/bazelisk
A user-friendly launcher for Bazel.
colllin/deepmind-lab
A customisable 3D platform for agent-based AI research
colllin/geotiff
A noGDAL tool for reading and writing geotiff files
colllin/gpt4all
gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue
colllin/grid-cells
Implementation of the supervised learning experiments in Vector-based navigation using grid-like representations in artificial agents, as published at https://www.nature.com/articles/s41586-018-0102-6
colllin/houdini
The "disappearing" GraphQL client for the Svelte ecosystem
colllin/ilp-experiments
Experimentation framework for Popper
colllin/JEPA-pytorch
Implementation of JEPA, Yann LeCun's vision of how AGI would be built, in Pytorch
colllin/kornia
Open Source Differentiable Computer Vision Library
colllin/leeger
Instant stats for your fantasy football league.
colllin/llama.cpp
Port of Facebook's LLaMA model in C/C++
colllin/plan2explore-pytorch
colllin/Popper
Popper is an inductive logic programming (ILP) system.
colllin/pylfit
Python implementation of the main algorithms of the Learning From Interpretation Transitions (LFIT) framework
colllin/pyswip
PySwip is a Python - SWI-Prolog bridge enabling to query SWI-Prolog in your Python programs. It features an (incomplete) SWI-Prolog foreign language interface, a utility class that makes it easy querying with Prolog and also a Pythonic interface.
colllin/pytorch-lightning-bolts
Toolbox of models, callbacks, and datasets for AI/ML researchers.
colllin/ros2_numpy
Tools for converting ROS messages to and from numpy arrays
colllin/seed_rl
SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
colllin/siren-pytorch
Pytorch implementation of SIREN - Implicit Neural Representations with Periodic Activation Function
colllin/spinningup
Personal fork of openai/spinningup. The fun is happening on the exercises branch...
colllin/svelte-routing
A declarative Svelte routing library with SSR support
colllin/svelte-typed-js
colllin/tree-of-thoughts
Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
colllin/x-unet
Implementation of a U-net complete with efficient attention as well as the latest research findings