sarakodeiri

sarakodeiri's Stars

• Animadversio/TransformerFromScratch

  Tutorial for Harvard Medical School ML from Scratch Series: Transformer from Scratch. Demo the usage of transformer in various domains: Music sheet, audio signal, image generation & discrimination

  Language:Python428

• PacktPublishing/LLM-Engineers-Handbook

  The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

  Language:Python3k602

• Ucas-HaoranWei/GOT-OCR2.0

  Official code implementation of General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model

  Language:Python7.2k635

• arcee-ai/mergekit

  Tools for merging pretrained large language models.

  Language:Python5.4k512

• geohot/fromthetransistor

  From the Transistor to the Web Browser, a rough outline for a 12 week course

  5.5k450

• mlfoundations/open_clip

  An open source implementation of CLIP.

  Language:Python11.3k1.1k

• google-research/DP-FTRL

  DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.

  Language:Python288

• jcjohnson/tiny-imagenet

  Language:Python3910

• gkamradt/ChunkViz

  Visualize Different Text Splitting Methods

  Language:JavaScript23441

• awslabs/git-secrets

  Prevents you from committing secrets and credentials into git repositories

  Language:Shell12.6k1.2k

• awslabs/aws-cv-task2vec

  Official code for the paper "Task2Vec: Task Embedding for Meta-Learning" (https://arxiv.org/abs/1902.03545, ICCV 2019)

  Language:Python11727

• EleutherAI/improved-t5

  Experiments for efforts to train a new and improved t5

  Language:Python775

• VectorInstitute/PromptEngineeringLaboratory

  April 2024 Prompt Engineering Laboratory Code

  Language:Jupyter Notebook148

• Princeton-SysML/kNNLM_privacy

  Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888

  Language:Python353

• mbaradad/learning_with_noise

  Learning to See by Looking at Noise

  Language:Python1097

• microsoft/dp-transformers

  Differentially-private transformers using HuggingFace and Opacus

  Language:Python13326

• openai/openai-cookbook

  Examples and guides for using the OpenAI API

  Language:MDX62.4k10.1k

• google-deepmind/jax_privacy

  Algorithms for Privacy-Preserving Machine Learning in JAX

  Language:Python9212

• sisaman/GAP

  GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)

  Language:Jupyter Notebook4712

• pytorch/opacus

  Training PyTorch models with differential privacy

  Language:Jupyter Notebook1.8k360

• yjw1029/UA-FedRec

  The python implementation of our "UA-FedRec: Untargeted Attack on Federated News Recommendation" in KDD 2023.

  Language:Jupyter Notebook182

• joshmess/differentially_private_image_classification

  Training a private ResNet to classify images from the CIFAR-10 dataset using PyTorch's Opacus.

  Language:Jupyter Notebook4

• sahibsin/DP_DeepLearning_Pneumonia

  Language:Jupyter Notebook4

• uvm-plaid/programming-dp

  Language:Jupyter Notebook30988

• emeryberger/CSrankings

  A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

  Language:Python2.8k3.4k

• masouduut94/Digikala_comments_verification

  Digikala online market has recently published some open source data in various categories. Since I always wanted to do some NLP project, so I thought of some useful tutorials in python for newcomers. I really hope this could be useful for you guys. I still keep updating the package and also will share the link of video and article related to this post soon!

  Language:Jupyter Notebook223

• Mayur57/twitter-nuke

  Tool to delete all user tweets using Twitter Archive.

  Language:Python8413

• missing-semester/missing-semester

  The Missing Semester of Your CS Education 📚

  Language:CSS5.1k1.2k

• MysteryVaibhav/leetcode_company_wise_questions

  This is a repository containing the list of company wise questions available on leetcode premium

  7.2k2.6k

• trekhleb/homemade-machine-learning

  🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

  Language:Jupyter Notebook23.4k4.1k