Projects in Awesome Lists by fkodom
A curated list of projects in awesome lists by fkodom .
https://github.com/fkodom/fft-conv-pytorch
Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.
convolution image-processing neural-networks python3 pytorch
Last synced: 16 May 2025
https://github.com/fkodom/grouped-query-attention-pytorch
(Unofficial) PyTorch implementation of grouped-query attention (GQA) from "GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints" (https://arxiv.org/pdf/2305.13245.pdf)
Last synced: 20 Mar 2025
https://github.com/fkodom/clip-text-decoder
Generate text captions for images from their embeddings.
Last synced: 08 May 2025
https://github.com/fkodom/yet-another-retnet
A simple but robust PyTorch implementation of RetNet from "Retentive Network: A Successor to Transformer for Large Language Models" (https://arxiv.org/pdf/2307.08621.pdf)
deep-learning llms machine-learning natural-language-processing neural-networks python pytorch
Last synced: 20 Mar 2025
https://github.com/fkodom/transformer-from-scratch
Code implementation from my blog post: https://fkodom.substack.com/p/transformers-from-scratch-in-pytorch
Last synced: 20 Mar 2025
https://github.com/fkodom/soft-mixture-of-experts
PyTorch implementation of Soft MoE by Google Brain in "From Sparse to Soft Mixtures of Experts" (https://arxiv.org/pdf/2308.00951.pdf)
deep-learning mixture-of-experts pytorch transformer vision-transformer
Last synced: 20 Mar 2025
https://github.com/fkodom/dilated-attention-pytorch
(Unofficial) Implementation of dilated attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens" (https://arxiv.org/abs/2307.02486)
Last synced: 20 Mar 2025
https://github.com/fkodom/lora-pytorch
Simple but robust implementation of LoRA for PyTorch. Compatible with NLP, CV, and other model types. Strongly typed and tested.
Last synced: 20 Mar 2025
https://github.com/fkodom/semantle
Fastest 'Semantle' solver this side of the Mississippi.
python3 semantle semantle-solver
Last synced: 20 Mar 2025
https://github.com/fkodom/python-repo-template
Template repo for Python projects, especially those focusing on machine learning and/or deep learning.
Last synced: 20 Mar 2025
https://github.com/fkodom/document-rag
RAG application to answer questions about PDF documents using LLMs.
Last synced: 20 Mar 2025
https://github.com/fkodom/byol
PyTorch implementation of BYOL: a fantastically simple method for self-supervised image representation learning with SOTA performance.
machine-learning machine-learning-algorithms mit-license python3 pytorch pytorch-implementation
Last synced: 20 Mar 2025
https://github.com/fkodom/blip-inference
Pretrained BLIP with a similar API to CLIP.
Last synced: 20 Mar 2025
https://github.com/fkodom/metis
Minimalist library for training RL agents in PyTorch. Implements many common training algorithms, with a focus on actor-critic methods. Includes SAC, TD3, PPO, A2C, VPG.
Last synced: 20 Mar 2025
https://github.com/fkodom/simple-cocotools
A simple, modern alternative to 'pycocotools'.
Last synced: 20 Mar 2025
https://github.com/fkodom/unipipe
Build batch pipelines in Python that run anywhere.
cloud data-processing docker machine-learning pipeline python
Last synced: 20 Mar 2025
https://github.com/fkodom/wordle
Fastest Wordle solver in the West.
game python wordle wordle-assistant wordle-helper wordle-solver
Last synced: 02 Apr 2025
https://github.com/fkodom/ncsn
Personal repo recreating Noise Contrastive Score Networks (https://arxiv.org/abs/1907.05600v2) for learning purposes.
Last synced: 02 Apr 2025
https://github.com/fkodom/ddpg-her-pytorch
Implementation of the Hindsight Experience Replay (HER) algorithm using PyTorch. Utilizes Deep Deterministic Policy Gradients for off-policy optimization of RL agents in continuous action spaces.
Last synced: 02 Apr 2025
https://github.com/fkodom/docker-images
Repository for automatically building base Docker images with Github Actions.
Last synced: 02 Apr 2025
https://github.com/fkodom/flaxseed
(Personal) Training library build on top of Flax, making it easier to train deep learning models with Jax. Because Flax is great, but doesn't take things far enough.
Last synced: 02 Apr 2025
https://github.com/fkodom/intro-to-deep-learning
Code samples to accompany my "Intro to Deep Learning" article series on Medium.
Last synced: 02 Apr 2025
https://github.com/fkodom/tensorboard-viewer
Minimal project for aggregating and viewing remote and local Tensorboard logs.
Last synced: 02 Apr 2025