Venelin Valkov (@curiousily)
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curiousily

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Top repositories

1

Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
Jupyter Notebook
2,305
star
2

Get-Things-Done-with-Prompt-Engineering-and-LangChain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.
Jupyter Notebook
1,047
star
3

Deep-Learning-For-Hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
Jupyter Notebook
1,009
star
4

Credit-Card-Fraud-Detection-using-Autoencoders-in-Keras

iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data
Jupyter Notebook
505
star
5

Deploy-BERT-for-Sentiment-Analysis-with-FastAPI

Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch
Python
194
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6

TensorFlow-on-Android-for-Human-Activity-Recognition-with-LSTMs

iPython notebook and Android app that shows how to build LSTM model in TensorFlow and deploy it on Android
Jupyter Notebook
193
star
7

Machine-Learning-from-Scratch

Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
Jupyter Notebook
158
star
8

AI-Bootcamp

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, LLMs, RAGs, LangChain, Fine-tuning Llama 3 & AI Agents (CrewAI)
Jupyter Notebook
105
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9

CryptoGPT-Crypto-Twitter-Sentiment-Analysis-with-ChatGPT-and-LangChain

Streamlit application that leverages ChatGPT and LangChain to analyze tweet sentiment from selected Twitter authors.
Python
38
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10

Deploy-Keras-Deep-Learning-Model-with-Flask

Build Deep Neural Network model in Keras and deploy a REST API to production with Flask on Google App Engine
Jupyter Notebook
34
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11

Hackers-Guide-to-Deep-Learning

Tutorials on how to engineer Machine Learning projects using Deep Neural Networks with PyTorch and Python
Jupyter Notebook
29
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12

percipio

Easy Data science (Machine learning) in JavaScript & Node (Multi-armed bandits, Naive Bayes)
JavaScript
19
star
13

Reproducible-ML-with-DVC

Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC
Python
17
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14

MasteryListGPT-Chat-with-your-ToDo-List-with-LangChain-and-ChatGPT

Streamlit app for scheduling habits and interacting with your schedule using ChatGPT and LangChain
Python
17
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15

todo-list-icon-classification-with-tensorflow-js

Use ReactJS and TensorFlow to suggest icons based on text in a ToDo list app
JavaScript
16
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16

How-to-Predict-Bitcoin-Prices-using-LSTMs-in-Keras

Jupyter Notebook
13
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17

tweetcrafter

Write tweets with AI Agents (CrewAI) and LLMs (Llama 3, GPT-4o)
Jupyter Notebook
11
star
18

Logistic-Regression-with-TensorFlow-js

Predict diabetes disease using a Logistic Regression with TensorFlow.js
JavaScript
9
star
19

ragbase

Completely local RAG (with open LLM) and UI to chat with your PDF documents. Uses LangChain, Streamlit, Ollama (Llama 3.1), Qdrant and advanced methods like reranking and semantic chunking.
Python
9
star
20

ML-in-the-Browser-for-Hackers-with-TensorFlow-js

Machine Learning examples for beginners showing how to use TensorFlow.js in the browser
JavaScript
8
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21

Customer-Churn-Detection-with-TensorFlow-js

Customer churn prediction using Neural Networks with TensorFlow.js
JavaScript
8
star
22

mcmc-football-prediction

Predict football season outcomes using MCMC simulations
Python
5
star
23

Linear-Regression-with-TensorFlow-js

Build a Linear Regression model using TensorFlow.js and use to predict house prices
JavaScript
5
star
24

Simple-Neural-Network-with-TensorFlow-js

Build a simple Neural Network model in TensorFlow.js to make a laptop buying decision. Learn why Neural Networks need activation functions and how should you initialize their weights.
JavaScript
5
star
25

Be-a-Beast

The No BS guide to get strong, lose fat and build muscle
4
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26

dissertation

Jupyter Notebook
4
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27

simple-quiz

True/false quiz for Android/iOS written in Cocos2d-x
C++
2
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28

curiousily

2
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29

trackme

Track profile/personal activities of others. University related project
Haskell
1
star
30

glow-flow

Puzzle game (similar to Flow) for iOS/Android written in Cocos2d-x
C++
1
star
31

white-tile

Fun puzzle/arcade game for iOS/Android written in Cocos2d-x
C++
1
star
32

dotfiles

Shell
1
star
33

curvy

University related project
Java
1
star
34

learn-stats

Stats learning playground
R
1
star
35

alien-vs-predator-tensorflow-js-classification

Build a simple Convolutional Neural Network with TensorFlow.js and use it to classify images of Aliens and Predators
JavaScript
1
star
36

storable

Store Manager. Example using WPF, Entity Framework 4.2 and other stuff. University related project
C#
1
star
37

burglar-alarm-system-with-tensorflow-js-and-react

Use TensorFlowโ€™s Object Detection model (COCO-SSD) to detect intruders from images and webcam feeds
JavaScript
1
star