Avin Regmi's repositories
PyTorch_Lightning_Guide
Guide and Examples on using PyTorch Lightning
TorchText_Examples
Examples on using torch text
AI_Startup_Prototype
This is the code for "Watch Me Build an AI Startup" By Siraj Raval on Youtube
Practical_NLP_in_PyTorch
A repository containing tutorials for practical NLP using PyTorch
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
awesome-mlops
A curated list of references for MLOps
bert-finetuning-webinar
Code for the FullStack AI Live Coding Series- Part 1 (CellStrat AI Lab)
blog
Public repo for HF blog posts
chloebot
chloe is an end to end neural network chatbot written in PyTorch based on the transformer. Accomplishing goals through conversation is a task we can all relate to, thus chatbots are an ideal agent through which to connect new research to our current understanding of AI and demonstrate how new research brings us closer to human level intelligence or not
confluent-kafka-python
Confluent's Kafka Python Client
course-nlp
A Code-First Introduction to NLP course
cs230-code-examples
Code examples in pyTorch and Tensorflow for CS230
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
devops-exercises
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization
Machine-Learning-Collection
PyTorch Tutorials, TensorFlow Tutorials and Machine Learning Algorithms
meinheld-gunicorn-flask-docker
Docker image with Meinheld and Gunicorn for Flask applications in Python. Optionally with Alpine Linux.
MLfromscratch
Machine Learning algorithm implementations from scratch.
next_word_prediction
Using transformers to predict next word and predict <mask> word
pytorch-lr-finder
A learning rate range test implementation in PyTorch
pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
sentence-transformers
Sentence Embeddings with BERT & XLNet
uvicorn-gunicorn-fastapi-docker
Docker image with Uvicorn managed by Gunicorn for high-performance FastAPI web applications in Python 3.6 and above with performance auto-tuning. Optionally with Alpine Linux.