das-projects
Data Scientist who is passionate about developing and implementing robust and explainable Machine Learning algorithms.
Xaver GmbHDuesseldorf, Germany
Pinned Repositories
AIForge
Cheetah
Cheetah: A Functional Programming Approach to Machine Learning
deepOCR
Optical Character Recognition using Deep Learning
DeepRAGTuner
End to End fine tuning for RAG models using PyTorch Lightning, Hydra, W&B and MosaicML Streaming
Grothendieck
"The purpose of abstraction is not to be vague, but to create a new semantic level in which one can be absolutely precise" - Edsger Dijkstra
mlops-transformers
PyTorch Lightning training library for Hugging Face Transformer models on AWS Sagemaker
OpenRAG
RAG-Chat-Demo
Retrieval Augmented Generation to enable LLM based Chatbots to access enterprise data
rag-evaluator
Evaluation pipleine for RAG chatbots
selfsupervised-learning
Learning deep representations when access to labelled data is limited.
das-projects's Repositories
das-projects/deepOCR
Optical Character Recognition using Deep Learning
das-projects/DeepRAGTuner
End to End fine tuning for RAG models using PyTorch Lightning, Hydra, W&B and MosaicML Streaming
das-projects/AIForge
das-projects/mlops-transformers
PyTorch Lightning training library for Hugging Face Transformer models on AWS Sagemaker
das-projects/OpenRAG
das-projects/RAG-Chat-Demo
Retrieval Augmented Generation to enable LLM based Chatbots to access enterprise data
das-projects/rag-evaluator
Evaluation pipleine for RAG chatbots
das-projects/vox-ai
das-projects/working_papers
das-projects/fairDLRM
das-projects/burn
Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.
das-projects/ChatBotMLOPs
A Solution Accelerator for the RAG pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences. This includes most common requirements and best practices.
das-projects/composable
das-projects/deeptrader
A high-performance AI trading platform and event-driven backtester
das-projects/DocumentBERT
das-projects/DocumentLanguageModel
das-projects/GenAI-avatar
Vision AI Solution Accelerator
das-projects/GPTDemo
das-projects/leetcode
leetcode practice questions
das-projects/llvm-project
The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.
das-projects/neurips_llm_efficiency_challenge
NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day
das-projects/RAGChatbot
Creating ChatGPT like experience on enterprise data using the Retrieval Augmented Generation pattern to
das-projects/Research-Notebooks
Tutorials on topics from Deep Learning Research
das-projects/Rhine
A Foundational model Intelligent Document Processing
das-projects/selfsupervised-in-tensorflow
Tensorflow implementations of Selfsupervised Training Algorithms
das-projects/sufficient_dimension_reduction
A paradigm for dimension reduction which ensures only statistically useful information is kept, that is the reduced dimensions are sufficient for inference.
das-projects/triton-rs
Development repository for the Triton language and compiler
das-projects/TurboRAG
An AutoFinetuner for RAG systems on custom data
das-projects/WeightedFST-Agent-Flow
Using Weighted Finite FState Transducer to represent the sequence of tasks that need to performed by specialized agent-critic pairs.
das-projects/zerofresh
Dashboard for Water Consumption Monitoring for the Dairy Industry