Pinned Repositories
awesome-360-depth-estimation
State-of-the-art papers for depth estimation of 360 images.
basic-image-processing
Implementation of basic image processing and classical computer vision algorithms.
bert-for-question-answering
An implementation of BERT from scratch for finetuning on QA tasks.
generative-deep-learning
Road towards diffusion models.
machine-learning
Implementation of different applied machine learning algorithms from scratch with theory and details of implementation.
object-detection
Deployment of different object detection models.
transformers
The implementation of transformer as presented in the paper "Attention is all you need" from scratch.
vision-transformer
Implementation of Vision Transformer (ViT) from scratch for image classification.
ekbanaml.github.io
Things happening at Machine Learning table.
Open3D
Open3D: A Modern Library for 3D Data Processing
bkhanal-11's Repositories
bkhanal-11/awesome-360-depth-estimation
State-of-the-art papers for depth estimation of 360 images.
bkhanal-11/generative-deep-learning
Road towards diffusion models.
bkhanal-11/transformers
The implementation of transformer as presented in the paper "Attention is all you need" from scratch.
bkhanal-11/vision-transformer
Implementation of Vision Transformer (ViT) from scratch for image classification.
bkhanal-11/object-detection
Deployment of different object detection models.
bkhanal-11/bert-for-question-answering
An implementation of BERT from scratch for finetuning on QA tasks.
bkhanal-11/bkhanal-11
Get to know more about me and my projects.
bkhanal-11/machine-learning
Implementation of different applied machine learning algorithms from scratch with theory and details of implementation.
bkhanal-11/ml-deployment
My take on deployment of ML model using FastAPI, Docker and Kubernetes.
bkhanal-11/deep-learning
Implementation of different state-of-the-art deep learning model from scratch.
bkhanal-11/gpt-2
Implementation of Generative Pre-Training (GPT)-2 model from scratch.
bkhanal-11/natural-language-processing
Study and applications of NLP algorithm prior transformers.
bkhanal-11/neural-network-from-scratch
This is the implementation of neural network with few hidden layers. These implementation is inspired by the course I took on Coursera with deeplearning.ai.
bkhanal-11/applied-gans
Implementation of real world application of GANs.
bkhanal-11/bachelors-thesis
Reports and codes related to Bachelors Thesis.
bkhanal-11/clip-openai
Implementation of CLIP from OpenAI using pretrained Image and Text Encoders.
bkhanal-11/db-capstone-project
Meta's Database Engineer Capstone
bkhanal-11/deeplearning.ai
The notebooks used as a part of several courses taught about LLMs on DeepLearning.ai.
bkhanal-11/detection-transformer-detr
Implementation of Detection Transformer (DETR) from scratch for object detection.
bkhanal-11/DocChat
Chat with your document using state-of-the-art RAG practices, powered by LLMs.
bkhanal-11/ekbanaml.github.io
Things happening at Machine Learning table.
bkhanal-11/gaslfr-kaggle
Attempt at Google's competitiom on Isolated Americal Sign Language Recognition through Fingerspelling hosted on Kaggle.
bkhanal-11/gislr-kaggle
Attempt at Google's competitiom on Isolated Sign Language Recognition hosted on Kaggle.
bkhanal-11/llama-recipes
Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger
bkhanal-11/nepali-roberta
Tokenizer and Roberta model for Nepali Language
bkhanal-11/Open3D
Open3D: A Modern Library for 3D Data Processing
bkhanal-11/PolyFit
Polygonal Surface Reconstruction from Point Clouds
bkhanal-11/rag-from-scratch
bkhanal-11/texture-mapping
PCL Texture Mapping wrapper
bkhanal-11/tf2_cpp