Pinned Repositories
akka-analytics
Large-scale event processing with Akka Persistence and Apache Spark
bayesian-machine-learning
Notebooks about Bayesian methods for machine learning
bot-with-plan
Separation of planning concerns in ReAct-style agents. Planner fine-tuning on synthetic trajectories.
face-recognition
Deep face recognition with Keras, Dlib and OpenCV
fairseq-image-captioning
Transformer-based image captioning extension for pytorch/fairseq
machine-learning-notebooks
Stanford Machine Learning course exercises implemented with scikit-learn
perceiver-io
A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training
streamz
A combinator library for integrating Functional Streams for Scala (FS2), Akka Streams and Apache Camel
super-resolution
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
eventuate
Global-scale event sourcing and event collaboration with causal consistency (This project is in maintenance mode. Only critical bugs will be fixed, but there is no more feature development.).
krasserm's Repositories
krasserm/bayesian-machine-learning
Notebooks about Bayesian methods for machine learning
krasserm/super-resolution
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
krasserm/perceiver-io
A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training
krasserm/face-recognition
Deep face recognition with Keras, Dlib and OpenCV
krasserm/machine-learning-notebooks
Stanford Machine Learning course exercises implemented with scikit-learn
krasserm/fairseq-image-captioning
Transformer-based image captioning extension for pytorch/fairseq
krasserm/streamz
A combinator library for integrating Functional Streams for Scala (FS2), Akka Streams and Apache Camel
krasserm/akka-persistence-kafka
A replicated Akka Persistence journal backed by Apache Kafka
krasserm/ipf
Open eHealth Integration Platform
krasserm/weightnorm
Example code for Weight Normalization, from "Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks"
krasserm/bot-with-plan
Separation of planning concerns in ReAct-style agents. Planner fine-tuning on synthetic trajectories.
krasserm/krasserm.github.io
krasserm/machine-learning-minis
Minimalistic example code for various machine learning and deep learning topics
krasserm/ipf-runtime
OSGi-based runtime environment for IPF applications
krasserm/sagemaker-tutorial
Multi-node, multi-GPU training with PyTorch Lightning on SageMaker
krasserm/pyprobml
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
krasserm/visual-chatgpt
Official repo for the paper: Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models
krasserm/langchain
⚡ Building applications with LLMs through composability ⚡
krasserm/llama.cpp
Port of Facebook's LLaMA model in C/C++
krasserm/clip-retrieval
Easily compute clip embeddings and build a clip retrieval system with them
krasserm/cnnimageretrieval-pytorch
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
krasserm/edward2
A simple probabilistic programming language.
krasserm/fsdl-text-recognizer-2021-labs
Complete deep learning project developed in Full Stack Deep Learning, Spring 2021
krasserm/huggingface-training
Whirlwind tour through model training with Hugging Face tools based on minimalistic examples.
krasserm/ImageBind
ImageBind One Embedding Space to Bind Them All
krasserm/OSSRH-66129
krasserm/outlines
Generative Model Programming
krasserm/rotary-embedding-torch
Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch
krasserm/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
krasserm/transformers-agent-examples