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: 07 Jul 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: 11 Sep 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: 07 Oct 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: 09 Nov 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: 22 Jun 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/wordle
Fastest Wordle solver in the West.
game python wordle wordle-assistant wordle-helper wordle-solver
Last synced: 25 Feb 2026
https://github.com/fkodom/unipipe
Build batch pipelines in Python that run anywhere.
cloud data-processing docker machine-learning pipeline python
Last synced: 08 Jul 2025
https://github.com/fkodom/simple-cocotools
A simple, modern alternative to 'pycocotools'.
Last synced: 20 Mar 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: 20 Jul 2026
https://github.com/fkodom/intro-to-deep-learning
Code samples to accompany my "Intro to Deep Learning" article series on Medium.
Last synced: 23 Jun 2025
https://github.com/fkodom/tensorboard-viewer
Minimal project for aggregating and viewing remote and local Tensorboard logs.
Last synced: 02 Apr 2025