Zabir Al Nazi Nabil's repositories
bangla-tts
Bangla text to speech, Multilingual (Bangla, English) real-time ([almost] in a GPU) speech synthesis library
eeg-rsenet
Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network
lesion-segmentation-melanoma-tl
Automatic Skin Lesion Segmentation and Melanoma Detection: Transfer Learning approach with U-Net and DCNN-SVM
keras-human-pose
A simple wrapper to localize human joints from images/video frames for multiple subjects.
qt-motion-analysis
A rugged Qt GUI application for processing webcam frames for ML applications (pose estimation)
bangla-image-search
A dead-simple image search and image-text matching system for Bangla using CLIP
activity-recognition-abc
SCAR-Net, Submission to the Cooking Activity Recognition Challenge, ABC: competition track
awesome-multilingual-large-language-models
A comprehensive collection of multilingual datasets and large language models, meticulously curated for evaluating and enhancing the performance of large language models across diverse languages and tasks.
bangla-CLIP
CLIP (Contrastive Language–Image Pre-training) for Bangla.
gcp-ml-certification
A study guide for preparing for the GCP Professional Machine Learning Certification in one week or less.
sarcasm-detection-roberta
Sarcasm Detection using LSTM, GRU, and RoBERTa on SARC (reddit), sarcasm_v2, and iSARCASM (twitter) datasets
torch-speech-dataloader
A ready-to-use pytorch dataloader for audio classification, speech classification, speaker recognition, etc. with in-GPU augmentations
flask_restful
Templates for working with Flask-RESTful
What-If-Explainability
Explaining Trees (LightGBM) with FastTreeShap (Shapley) and What if tool
spark-augmentation
A robust learning scheme by proposing a novel augmentation algorithm that scales to emulate a large set of image degradation and occlusion policies
VertexAI-notebook-demos
Notebook demos + tutorials for Vertex AI (training, deployment, explainability, monitoring, etc.)
ml-cheatsheets
Machine Learning Cheatsheets for quick overview.
30-days-gre-preparation
Expeditious GRE preparation in a week! https://www.youtube.com/watch?v=VTKowCh43co
awesome-bangla
A collection of tools, datasets and resources on Bangla computing
llama-summarization
Parameter-Efficient Fine-Tuning (PEFT) of Llama for text summarization.
zabir-nabil.github.io
A blog on sport programming, electronics, signal processing, machine learning and some random stuffs!
awesome-go
A curated list of awesome Go frameworks, libraries and software
GitHub-Star-Counter
✨An API to count a GitHub user's total stars, working with shield.io.
langchain
⚡ Building applications with LLMs through composability ⚡
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.