wilfoderek
I am a passionate student in Artificial Intelligence, specializing in semantic search, NLP, transformers, and bio-inspired algorithms.
FullStack Developer | Semantic Search | NLPEcuador
Pinned Repositories
build-generative-ai-apps-with-langchain
"Build Generative AI Apps with LangChain" is a repository that contains a comprehensive framework for building generative AI applications using LangChain, an innovative language modeling platform. This repository includes all the necessary code and documentation to help developers quickly build and deploy generative AI applications
ChatAssist_using_Seq2Seq_Attention_Mechanism
This repository aims to build a Customer Support Chat Assistant trained on question-answering pairs and it contains a text generation model with attention mechanisms and beam search capability to decode most appropriate output.
ComputerVisionLab
Exercises and examples of my Computer Vision subject with Deep Learning
experiments-on-large-language-models
This Repository Contains Different Experiments on LLMs with Hugging Face, Open AI, Pinecone, Lang Chain along with SOTA LLMs like GPT-X, LLAMA, BARD
falcon-langchain
Falcon LLM with Chat UI using LangChain and Chainlit
Framework-ORPOPA
Método ágil de programación.
information-retrieval
Neural information retrieval / semantic-search / Bi-Encoders
pso-vessel-design-matlab
This project focuses on utilizing Particle Swarm Optimization (PSO), a bio-inspired algorithm, to solve the complex problem of vessel design optimization. The goal is to enhance the design efficiency and performance of marine vessels by optimizing key parameters such as hull shape, weight distribution, and propulsion systems.
Transformers
A Comprehensive Implementation of Transformers Architecture from Scratch
violence-detection-deeplearning
This repository will contain the code for the paper: "ViolenceNet: Dense Multi Head Self-Attention with Bidirectional Convolutional LSTM for detecting violence"
wilfoderek's Repositories
wilfoderek/se-pytorch-xla
training sentece bert
wilfoderek/angular-video-chat-app
Angular 8 video meeting chat rooms using WebRTC
wilfoderek/bancaMovil
App bancaria para pagos con qr
wilfoderek/BERT4doc-Classification
Code and source for paper ``How to Fine-Tune BERT for Text Classification?``
wilfoderek/BERTpds
Plagiarism detection system using BERT model
wilfoderek/BetoQADiscord
Chatbot para discord en español programado en python usando Beto
wilfoderek/ckeditor5
Powerful rich text editor framework with a modular architecture, modern integrations, and features like collaborative editing.
wilfoderek/CKG
Clinical Knowledge Graph (CKG) is a platform with twofold objective: 1) build a graph database with experimental data and data imported from diverse biomedical databases 2) automate knowledge discovery making use of all the information contained in the graph
wilfoderek/deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
wilfoderek/DeepHawkeye
image anomaly detection
wilfoderek/DisCo
DATASET - DEEPLEARNING
wilfoderek/examples
Apache Pulsar examples and demos
wilfoderek/FARM
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
wilfoderek/Firma_EC_API
Componente derivado de FirmaEC destinado a funcionar del lado del servidor mediante Glassgish 4.1 para realizar y validar firmas electronicas en documentos PDF
wilfoderek/Getting-Started-with-Google-BERT
Getting Started with Google BERT, published by Packt
wilfoderek/home_surveillance
Home surveillance system with facial recognition
wilfoderek/image-retrieval
图片向量检索服务,包含Numpy、Faiss、ES、Milvus多种计算引擎
wilfoderek/insightface
State-of-the-art 2D and 3D Face Analysis Project
wilfoderek/java
wilfoderek/knowledge-graphs
A collection of research on knowledge graphs
wilfoderek/Labse-vs-Laser
wilfoderek/leetcode-patterns
A curated list of leetcode questions grouped by their common patterns
wilfoderek/lightweight-spanish-language-models
ALBETO and DistilBETO are versions of ALBERT and DistilBERT pre-trained exclusively on Spanish corpora.
wilfoderek/notebooks
Jupyter notebooks for Natural Language Processing with Transformers
wilfoderek/Questgen.ai
Question generation using state-of-the-art Natural Language Processing algorithms
wilfoderek/realtime-1-million
Learn how we built and tested our realtime server to 1M+ concurrent connections
wilfoderek/specter
SPECTER: Document-level Representation Learning using Citation-informed Transformers
wilfoderek/sts_eval
Tools to apply Semantic Textual Similarity (STS) Evaluation to Language Models from Tensorflow Hub, Huggingface, etc.
wilfoderek/transfer-learning-for-nlp
Companion repository to Paul Azunre's "Transfer Learning for Natural Language Processing" book
wilfoderek/xquad
question answer spanish