verdimrc

verdimrc's Stars

• stas00/ml-engineering

  Machine Learning Engineering Open Book

  Language:Python12.1k11630734

• khangich/machine-learning-interview

  Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

  10k22341.6k

• NVIDIA/trt-samples-for-hackathon-cn

  Simple samples for TensorRT programming

  Language:Python1.5k2292344

• jrfiedler/causal_inference_python_code

  Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

  Language:Jupyter Notebook1.3k522389

• NVIDIA/deepops

  Tools for building GPU clusters

  Language:Shell1.3k51435332

• mwouts/itables

  Pandas DataFrames as Interactive DataTables

  Language:Python8181417259

• triton-inference-server/tensorrtllm_backend

  The Triton TensorRT-LLM Backend

  Language:Python73324504111

• st-tech/zr-obp

  Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

  Language:Python648884289

• ptrblck/pytorch_misc

  Code snippets created for the PyTorch discussion board

  Language:Python548171164

• NVIDIA/workbench-example-hybrid-rag

  An NVIDIA AI Workbench example project for Retrieval Augmented Generation (RAG)

  Language:Python281713738

• aws-samples/awsome-distributed-training

  Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.

  Language:Python2201212791

• ppwwyyxx/RAM-multiprocess-dataloader

  Demystify RAM Usage in Multi-Process Data Loaders

  Language:Python1868910

• xbresson/CS5242_2021

  Neural Networks and Deep Learning, NUS CS5242, 2021

  Language:Jupyter Notebook1839060

• awslabs/aws-ai-solution-kit

  Machine Learning APIs for common use cases, include: General OCR (Simplified/Traditional Chinese), Custom OCR, Image Similarity, Object Recognition, Face Detection, Face Comparison, Human Image Segmentation, Human Attribute Recognition, Pornography Detection, Image Super Resolution, Text Similarity, Car License Plate, etc.

  Language:Python166211225

• NVIDIA/metropolis-nim-workflows

  Collection of reference workflows for building intelligent agents with NIMs

  Language:Jupyter Notebook1245039

• NVIDIA/nim-anywhere

  Accelerate your Gen AI with NVIDIA NIM and NVIDIA AI Workbench

  Language:Python12453166

• aws-samples/amazon-textract-transformer-pipeline

  Post-process Amazon Textract results with Hugging Face transformer models for document understanding

  Language:Python94261826

• aws-samples/aws-hpc-recipes

  Contains example recipes that demonstrate how to build HPC systems using AWS services and solutions.

  Language:Shell668519

• aws-samples/aws-do-eks

  Create, List, Update, Delete Amazon EKS clusters. Deploy and manage software on EKS. Run distributed model training and inference examples.

  Language:Shell502729

• aws-samples/aws-efa-nccl-baseami-pipeline

  EFA/NCCL base AMI build Packer and CodeBuild/Pipeline files. Also base Docker build files to enable EFA/NCCL in containers

  Language:Python4110817

• awslabs/amazon-accessible-rl-sdk

  A2RL is a Python library for offline reinforcement learning

  Language:Python36828

• aws-samples/aws-parallelcluster-monitoring

  Monitoring Dashboard for AWS ParallelCluster

  Language:Shell3492126

• samir-souza/laboratory

  Some crazy experiments

  Language:Jupyter Notebook32206

• aws-samples/aws-distributed-training-workshop-eks

  Create an Amazon EKS cluster and run a distributed training example

  Language:Shell282121

• aws-samples/aws-parallelcluster-post-install-scripts

  Scripts to customize AWS ParallelCluster

  Language:Shell2371713

• awslabs/aws-cyclone-solution

  Language:Python226162

• aws-solutions-library-samples/distributed-compute-on-aws-with-cross-regional-dask

  Perform I/O intensive workloads on high-volume data sparsely located across multiple AWS regions through the use of Dask.

  Language:TypeScript151912

• aws-samples/ec2-topology-aware-for-slurm

  Language:Python11501

• shimomut/sagemaker-solutions

  Language:Python2101

• josiahdavis/getting-started-batch

  How to use AWS Batch Array Jobs with Python and S3 for input/output.

  Language:Shell120