AB00k
Data science | AI | ML | DL | Generative AI | NLP | Computer Vision | LLMs | TTS/STT | OCR | Langchain
Pakistan/Punjab
Pinned Repositories
1-big-5-european-football-leagues-stats_ML_Data_Analysis_project
This repository contains resources of a project submitted for a course of Data Analysis offers by Jovian. I chose a data from kaggle which contains the data about the statistics of top 5 Europe's football leagues.
2-ML_Assignment_data_analysis_exploratory_analysis_and_train_a_simple_ML_model_on_titanic_data
This repository contains resources of a project submitted for a course of Data Analysis on titanic data and build simple ML model around that data (KNN).
3-California_Housing_Price_Prediction_ML
This repository contains resources of a California_Housing_Price_Prediction_ML project dataset used in this project is available on kaggle it's regression type of problem. Decent accuracy is achieved in this project.
4--ANN-cat_dog_classifier-in-pytorch
This repository is best fit to get started with pytorch. It contains notebooks with implementation of cat and dog classifiers in simple using ANN (CNN). Purpose is to get the basic understanding of pytorch with training and validation and dataset class implementations don't mind the accuracy.
5-Deep_Learnig-Assignment-MNIST-dataset-pytorch-basics
This is a comprehensive assignment to build a classifier in pytorch on famous MNIST dataset and is perfect to get basic understanding of pytorch like pytorch training and validation loops and dataset class in pytorch and dataloaders etc
6-Complete-NLP-tutorial-GRU-LSTM-RNN-Sentiment_Analysis
This repository contains the complete tutorial with implementation of NLP and from scrach implementation of GRU and LSTM and RNN architectures in pytorch. Imbd data set used for sentiment analysis on each of these architectures. And also have the implementation of concepts like embeddings etc.
7--CNN-Breast-Cancers-detection-classifier-Using-Mamograph-Images-using-resnet-model-99--accuracy
This repository contains the implementation of resnet fine tuning on specific task of breast cancer detection on mamograph images in pytorch just trained 25% of the layers rest of them were frozen during the training and achieved 99% of accuracy.
Android-app-for-patients-management-in-android-studio-JAVA
This is a beginner level android app project it contains the implementation of real time data base integration from firebase with data insertion and data retrieval and image capturing and storing and retrieving functionalities and along with PDF file uploading and downloading functionalities.
NexTech_Nexus_DocuChat
Introducing DocuChat: Your interactive document companion powered by LLMS. Upload PDFs, engage in natural language, and let your documents respond. Effortlessly study, research, and explore in a new conversational way!
NexTech_Nexus_Echomeet.assist
Voice-powered assistant: Schedule meetings, compose emails, and gain insights from your inbox, all through natural conversation.
AB00k's Repositories
AB00k/6-Complete-NLP-tutorial-GRU-LSTM-RNN-Sentiment_Analysis
This repository contains the complete tutorial with implementation of NLP and from scrach implementation of GRU and LSTM and RNN architectures in pytorch. Imbd data set used for sentiment analysis on each of these architectures. And also have the implementation of concepts like embeddings etc.
AB00k/NexTech_Nexus_DocuChat
Introducing DocuChat: Your interactive document companion powered by LLMS. Upload PDFs, engage in natural language, and let your documents respond. Effortlessly study, research, and explore in a new conversational way!
AB00k/1-big-5-european-football-leagues-stats_ML_Data_Analysis_project
This repository contains resources of a project submitted for a course of Data Analysis offers by Jovian. I chose a data from kaggle which contains the data about the statistics of top 5 Europe's football leagues.
AB00k/2-ML_Assignment_data_analysis_exploratory_analysis_and_train_a_simple_ML_model_on_titanic_data
This repository contains resources of a project submitted for a course of Data Analysis on titanic data and build simple ML model around that data (KNN).
AB00k/3-California_Housing_Price_Prediction_ML
This repository contains resources of a California_Housing_Price_Prediction_ML project dataset used in this project is available on kaggle it's regression type of problem. Decent accuracy is achieved in this project.
AB00k/4--ANN-cat_dog_classifier-in-pytorch
This repository is best fit to get started with pytorch. It contains notebooks with implementation of cat and dog classifiers in simple using ANN (CNN). Purpose is to get the basic understanding of pytorch with training and validation and dataset class implementations don't mind the accuracy.
AB00k/5-Deep_Learnig-Assignment-MNIST-dataset-pytorch-basics
This is a comprehensive assignment to build a classifier in pytorch on famous MNIST dataset and is perfect to get basic understanding of pytorch like pytorch training and validation loops and dataset class in pytorch and dataloaders etc
AB00k/7--CNN-Breast-Cancers-detection-classifier-Using-Mamograph-Images-using-resnet-model-99--accuracy
This repository contains the implementation of resnet fine tuning on specific task of breast cancer detection on mamograph images in pytorch just trained 25% of the layers rest of them were frozen during the training and achieved 99% of accuracy.
AB00k/Android-app-for-patients-management-in-android-studio-JAVA
This is a beginner level android app project it contains the implementation of real time data base integration from firebase with data insertion and data retrieval and image capturing and storing and retrieving functionalities and along with PDF file uploading and downloading functionalities.
AB00k/NexTech_Nexus_Echomeet.assist
Voice-powered assistant: Schedule meetings, compose emails, and gain insights from your inbox, all through natural conversation.
AB00k/Python_DSA
This Python DSA repository is a collection of implementation of various data structures and algorithms in Python. It includes explanations for concepts such as lists, queues, trees, graphs, sorting, search algorithms, along with dynamic programming, greedy algorithms and more.
AB00k/facexformer
Official implementation of FaceXFormer: A Unified Transformer for Facial Analysis
AB00k/IP-Adapter
The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.
AB00k/Nodejs_test
nan