Lars's starred repositories
fastapi-postgres-boilerplate
My own fastapi postgres boilerplate
scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
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
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.
probability
Probabilistic reasoning and statistical analysis in TensorFlow
bayesian_bootstrap
bayesian bootstrapping in python
yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.
eeap-examples
Code for Document Similarity on Reuters dataset using Encode, Embed, Attend, Predict recipe
MobileNetworks
Keras implementation of Mobile Networks
char-models
Character level models for sentiment analysis
SSGAN-Tensorflow
A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).
char-level-cnn-tf
Implementation of Character-level Convolutional Networks for Text Classification in TensorFlow
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
hierarchical-attention-networks
Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.
Automatic_Speech_Recognition
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow