Lars's starred repositories
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
jupyterlab
JupyterLab computational environment.
scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.
probability
Probabilistic reasoning and statistical analysis in TensorFlow
Automatic_Speech_Recognition
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
SSGAN-Tensorflow
A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).
hierarchical-attention-networks
Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.
eeap-examples
Code for Document Similarity on Reuters dataset using Encode, Embed, Attend, Predict recipe
MobileNetworks
Keras implementation of Mobile Networks
bayesian_bootstrap
bayesian bootstrapping in python
char-models
Character level models for sentiment analysis
char-level-cnn-tf
Implementation of Character-level Convolutional Networks for Text Classification in TensorFlow