LabML

Repositories

• nn

  🧠 Minimal implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

  reinforcement-learning deep-learning transformers pytorch gan neural-networks deep-learning-tutorial
  Jupyter Notebook MIT 62 1,794 0 0 Updated Feb 2, 2021

• labml.ai

  Our website
  CSS 0 0 0 0 Updated Feb 1, 2021

• app

  📱 Mobile first web app to monitor PyTorch & TensorFlow model training

  react visualization d3 mobile deep-learning tensorflow keras
  TypeScript MIT 5 102 0 1 Updated Feb 1, 2021

• labml

  🧪 Monitor PyTorch & TensorFlow model training from your mobile phone 📱

  visualization experiment machine-learning mobile deep-learning analytics tensorflow
  Jupyter Notebook MIT 35 386 0 0 Updated Jan 30, 2021

• helpers

  A collection of classes and functions to automate common deep learning training patterns
  Python MIT 0 3 0 0 Updated Jan 30, 2021

• python_autocomplete

  Use Transformers and LSTMs to learn Python source code

  nlp deep-learning pytorch deep-learning-tutorial autocomplete-python
  Jupyter Notebook MIT 25 108 0 0 Updated Jan 28, 2021

• lab-ml.github.io

  Lab website
  HTML 0 0 0 0 Updated Jan 27, 2021

• dashboard

  Experiments dashboard for LabML
  TypeScript MIT 2 11 1 1 Updated Jan 20, 2021

• docs
  Python MIT 0 0 0 0 Updated Jan 3, 2021

• samples

  Example machine learning experiments that use LabML

  deep-learning pytorch neural-networks lab-ml
  Jupyter Notebook 2 27 0 0 Updated Dec 28, 2020

• remote

  🕹 Run Python code on a remote computers

  python ssh rsync remote conda pytorch pipenv
  Python MIT 3 29 0 0 Updated Dec 1, 2020

• db

  Minimalistic Object-Relational Mapper for JSON/YAML/Pickle file based db

  python yaml json orm database minimal pickle
  Python MIT 0 2 0 0 Updated Nov 24, 2020

• minGPT Archived

  Forked from karpathy/minGPT

  A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
  Jupyter Notebook 572 0 0 0 Updated Aug 21, 2020

• battleship

  🚢 🚤 ⛵ ⛵ 🚣 ⚓

  machine-learning artificial-intelligence rainforcement-learning
  Python 0 1 0 0 Updated Jun 6, 2020