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automated-facebook-events-scraping

Automated scraping of facebook events info and images using beautifulsoup and selenium. A csv file with info, a text file with scraped events list and a folder with images will be created as output in the script's directory

brocxi

cleaning-data-with-pandas-python3-

Before working on any dataset, cleaning the dataset is crucial and takes most of the time. The dataset can contain many missing values which can be filled with various standard techniques. We can always refer to Matthew Brems slides linked alongside to know about those standards.

custom_nn

A custom neural network

dlmodels

dots

Dotfiles

genetic-algorithm-in-unity3d

The application of Genetic Algorithm in Unity's virtual environment to keep record of how fast does this algorithm works to train the agents. Number of generation is tracked as they evolve through.

grpc-calc

Testing two main functionalities of gRPC, bidirection streaming and communication between differnet programming languages (golang and python) in this case.

hologram-detection

Detects certain specific type of hologram from a video. Also, crops out the card and perspective-correction is done.

instacart_recommendation

lethal-combat

A simple first person online multiplayer shooter game with the simple capsule shaped players. This is not local multiplayer so it requires the working internet connection.

llm-graph-builder

Neo4j graph construction from unstructured data

mapreduce-mrjob

Leveraging mapreduce, mrjob library in python and GCP dataproc to gain some insights on instacart market basket data

ml-ers

Machine Learning scripts

neo4j-llm-bot

nia

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

nn_cpp

Implementation of artificial neural network in C++. In this project, a cuztomizable neural network architecture is built from scratch and the model is trained, utilizing the backpropagation algorithm.

object-detection-v2

Training a dataset on faster_rcnn_inception_v2_coco as implementation of a tensorflow model for multiple object detection purpose. The labeled dataset of about 300 images were fetched and trained using faster_rcnn_inception_v2_coco model through a pretty decent GPU (local machine) i.e Nvidia GTX 1050.

one-script-wsl2-systemd

The one-script variant of the systemd hack for WSL2

pcos-detection

Using Kaggle datasource for PCOS(Polycystic Ovary Syndrome) to train various machine learnig models and finding the optimal model

personal-jekyll-theme

:bowtie: { Personal } Jekyll theme

priceprophet

Detection of product prices on an e-commerce website to help sellers determine the perfect price for their used, open box, new or old products.

rebalance-----ml-in-unity

Using Reinforcement Learning to train a piece of floor to balance a ball over it. The PPO (Proximal Policy Optimization) algorithm is used to train the agent. Training process took around half hour with Tensorflow API in CPU and was trained up to 500,000 steps..

res_bot

A simple chat_bot to make reservation in restaurants

sample-legacy-django-app

A sample Django app demonstrating the use of the GoCardless Legacy API and the Python client.

sentiment-transformer

A non-causal transformer for seq2label task

spam-lime

Use of four different algorithms to solve spam-ham problem and use LIME and AUC for ROC to compare all the models for performance.

tensorflow-object-detection

Use of ssd_mobilenet_v1_coco as implementation of a tensorflow model for multiple object detection purpose. The satndard COCO trained dataset is taken and implemented to detect and put a bounding box around the obect showing the name of what the machine is trained to think it is.

tokyo-rescue---a-text-game

A very simple text based game with an authentic storyline and interactive UI where you have to rescue a hostage from a building. The project is an implementation of Finite State Machines where state transition is done as response to keypresses.

twitter-bottle

Twitter clone using bottle