will-thompson-k / deeplearning-nlp-models
A small, interpretable codebase containing the re-implementation of a few "deep" NLP models in PyTorch. Colab notebooks to run with GPUs. Models: word2vec, CNNs, transformer, gpt.
☆76Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for deeplearning-nlp-models
- Personal implementation of the Transformer paper.☆22Updated last year
- Notebooks for Fastai Viusal Guide☆25Updated last year
- My experiments and progress within various fastai applications☆56Updated 4 years ago
- Research repo for code that may or may not end up in fastai3☆50Updated 3 years ago
- An intelligent, flexible grammar of machine learning.☆83Updated 3 years ago
- Code accompanying the "Debugging machine learning in production" talk☆29Updated 2 years ago
- Low-code pre-built pipelines for experiments with huggingface/transformers for Data Scientists in a rush.☆16Updated 4 years ago
- Deep Learning Paper Implementations in PyTorch☆17Updated 4 years ago
- A list of extensions for the fastai library.☆160Updated 3 years ago
- Machine Learning / Deep Learning Environment. Everywhere. Anywhere.☆50Updated 4 years ago
- Material for my run of Fast.AI☆52Updated 4 years ago
- Use fastai-v2 with HuggingFace's pretrained transformers☆111Updated 4 years ago
- Implemented image caption generation method propossed in Show, Attend, and Tell paper using the Fastai framework to describe the content …☆23Updated last year
- Code samples and other materials for presentations by Bespoke tech team members☆82Updated 2 years ago
- TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.☆83Updated this week
- ML Research paper summaries, annotated papers and implementation walkthroughs☆113Updated 2 years ago
- Minimal starting point for rapid prototyping interactive Human-AI tools☆33Updated 2 years ago
- NLP Examples using the 🤗 libraries☆42Updated 3 years ago
- Collection of simple functions reusable across ML projects.☆20Updated 3 years ago
- A Python package to allow fastai to run on TPUs using Pytorch-XLA☆36Updated last year
- This is the second part of the Deep Learning Course for the Master in High-Performance Computing (SISSA/ICTP).)☆33Updated 4 years ago
- Sequence models in Numpy☆25Updated 4 years ago
- this is where we share notebooks/projects used in your youtube channel☆147Updated 3 years ago
- Materials for "Transformers from the Ground Up" at PyData Jeddah on August 5, 2021☆18Updated 3 years ago
- Deploy transformers serverless on AWS Lambda☆121Updated 3 years ago
- The ntentional blog - a machine learning journey☆23Updated 2 years ago
- The "tl;dr" on a few notable transformer papers (pre-2022).☆189Updated last year
- Dash app for classifying tweets in real-time☆64Updated last year
- A fastai/PyTorch package for unpaired image-to-image translation.☆133Updated last year