anjaniksharma Goto Github PK

aksdeploymenttutorial

Tutorial on how to deploy Deep Learning models on GPU enabled Kubernetes cluster

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

databricks

datacamp-community-tutorials

Tutorials for DataCamp (www.datacamp.com)

deequ

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

face_generator

DCGAN face generator 🧑.

fasttext_classifier

A Sklearn like interface for FastText

full-stack-fastapi-postgresql

Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more.

hello_app

job_orchestration

A python utility to orchestrate hundreds of jobs

keras

Deep Learning for humans

logger

A TimedRotatingFileHandler logger.

mlmax

Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many design choices.

mlservice

Ruby on Rails Web App over a TCP classification serving

mslearn-dp100

Lab files for Azure Machine Learning exercises

probabilistic_modeling

Using Edward - Various probabilistic modeling examples

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

sagemaker-debugger

Amazon SageMaker Debugger provides functionality to save tensors during training of machine learning jobs and analyze those tensors

sample_app

tensorflow_dataset

Keras DNN model with large training data feed by tf datasets

toy_app

transformers4rec

Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation, available for both PyTorch and Tensorflow.

tutorials

The "REST With Spring" Course:

uncertainty_densenn

Dropout in dense network to output variance & mean of prediction probability. Coverage vs Accuracy plot

uncertainty_fasttext

Add uncertainty by inducing dropout at various layers during inference

wayfair_solution

Wayfair Tech interview Solution

yoel-zeldes.github.io

This is my personal blog about machine learning and software engineering.