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amazon-sagemaker-examples

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

chatbot_with_rasa

Building an interactive chatbot for restaurant app using Rasa framework

cvat

Powerful and efficient Computer Vision Annotation Tool (CVAT)

dsml-mlops

eye_for_the_blind

To create a deep learning model which can explain the content of an image in the form of speech through caption generation with attention mechanism on Flickr8K dataset.

house-price-prediction

House price prediction and determine the optimal value of lambda for ridge and lasso regression.

inferential-statistics

Data Science Analytics project for investment analysis

lending-club-case-study

Exploratory Data Analysis for risk analytics in banking and financial services

linear_regression

Multiple linear regression model for the prediction of car prices

mtech_dse

This repo includes all the work being done in scope my MTech course in Data Science and Engineering

nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

numpy

The fundamental package for scientific computing with Python.

onnxruntime-inference-examples

Examples for using ONNX Runtime for machine learning inferencing.

open_model_zoo

Pre-trained Deep Learning models and demos (high quality and extremely fast)

openvino

OpenVINO™ Toolkit repository

openvino_notebooks

📚 A collection of Jupyter notebooks for learning and experimenting with OpenVINO 👓

openvino_tensorflow

OpenVINO™ integration with TensorFlow

pythontutorial

This is a guide for Basic and Intermediate Python Programming Course

sample-videos

Sample videos for running inference

self-supervised-learner

Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

smart-video-workshop

Learn about the workflow using Intel® Distribution of OpenVINO™ toolkit to accelerate vision, automatic speech recognition, natural language processing, recommendation systems and many other applications.

spark-nlp-workshop

Public runnable examples of using John Snow Labs' NLP for Apache Spark.

stealth_mode

Config files for my GitHub profile.

syntactic_processing

HMMs and Viterbi algorithm for POS tagging

telecom_churn_study

Predict which customers are at high risk of churn

tic-tac-toe-reinforcement-learning

Classical Reinforcement Learning example with Tic-Tac-Toe