Pinned Repositories
AWD-LSTM-sentiment-classifier
Using a pretrained wikitext language model and its embedding to create a sentiment classifier for IMDB movie review.
awesome-language-dataset
Collection of all language dataset for finetuning LLM
Deep-Neural-Network-from-Udacity
About this Course Machine learning is one of the fastest-growing and most exciting fields out there, and deep learning represents its true bleeding edge. In this course, you'll develop a clear understanding of the motivation for deep learning, and design intelligent systems that learn from complex and/or large-scale datasets. We'll show you how to train and optimize basic neural networks, convolutional neural networks, and long short term memory networks. Complete learning systems in TensorFlow will be introduced via projects and assignments. You will learn to solve new classes of problems that were once thought prohibitively challenging, and come to better appreciate the complex nature of human intelligence as you solve these same problems effortlessly using deep learning methods. We have developed this course with Vincent Vanhoucke, Principal Scientist at Google, and technical lead in the Google Brain team. **Note: This is an intermediate to advanced level course offered as part of the Machine Learning Engineer Nanodegree program. It assumes you have taken a first course in machine learning, and that you are at least familiar with supervised learning methods.
EfficientNet
Implementation of efficientnet in fastai
Hong-Kong-Big-Data-Downloader-
A data downloader of Hong Kong Economic indicator. This includes HK Housing price (Centa-City Leading Index), HK GDP, HK Inflation, HSI, HK Unemployment, Chinese housing price, Chinese GDP, Chinese Inflation, CSI300, SP500, US interest, USD:RMB
Neural-Net-with-Financial-Time-Series-Data
This solution presents an accessible, non-trivial example of machine learning (Deep learning) with financial time series using TensorFlow
Signal-frontier-analysis-and-model-parameterizations
A simplified cross-sectional momentum portfolio and a grid of model parameterizations
Superesolution-and-watermark-removal
Using unet and wgan to enhance resolution and remove watermark
Tabular-data-Winning-Solution
Rank gaussian normalization, Swap noise, Denoised AutoEncoder as feature engineering
Word2Vec-for-The-Big-Short
A two-layer neural networks that are trained to reconstruct linguistic contexts of words from Michael Lewis's book, The Big Short
BenjiKCF's Repositories
BenjiKCF/Neural-Net-with-Financial-Time-Series-Data
This solution presents an accessible, non-trivial example of machine learning (Deep learning) with financial time series using TensorFlow
BenjiKCF/awesome-language-dataset
Collection of all language dataset for finetuning LLM
BenjiKCF/Tabular-data-Winning-Solution
Rank gaussian normalization, Swap noise, Denoised AutoEncoder as feature engineering
BenjiKCF/Standford-Machine-Learning-Assignment
Classic Machine Learning material from Andrew Ng. Matlab and Octave codes for assignments and optional exercises.
BenjiKCF/pretrained-albert-fastai
Integrating huggingface library pretrained gpt2 into fastai
BenjiKCF/pretrained-efficientnet-fastai
integrating timm efficientnet into fastai
BenjiKCF/gpt-llama.cpp
A llama.cpp drop-in replacement for OpenAI's GPT endpoints, allowing GPT-powered apps to run off local llama.cpp models instead of OpenAI.
BenjiKCF/Hugginface_testing
BenjiKCF/IBM-AI-Engineering
BenjiKCF/Adaptive-Risk-Parity
Adaptive Risk Parity strategy for 3x leveraged ETF
BenjiKCF/Advanced-Computer-Vision-with-TensorFlow
BenjiKCF/amex_transformer
BenjiKCF/Apache-Spark-Book1
Apache Spark in 24 Hours, Sams Teach Yourself
BenjiKCF/BoT-SORT
BoT-SORT: Robust Associations Multi-Pedestrian Tracking
BenjiKCF/cateogorical2
kaggle categorical competition
BenjiKCF/chatgpt-retrieval-plugin
The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.
BenjiKCF/Chinese-LLaMA-Alpaca
中文LLaMA&Alpaca大语言模型+本地部署 (Chinese LLaMA & Alpaca LLMs)
BenjiKCF/Custom-and-Distributed-Training-with-TensorFlow
BenjiKCF/Custom-Models-Layers-and-Loss-Functions-with-TensorFlow
BenjiKCF/excel-vba-mcp
BenjiKCF/Generative-Deep-Learning-with-TensorFlow
BenjiKCF/GStreamer-install
BenjiKCF/iTransformerDiffusion
BenjiKCF/MLFormat
MLFormat
BenjiKCF/N-CMAPSS_DL
Estimating Remaining Useful Life of a Turbofan Jet Engine using NCMAPSS dataset
BenjiKCF/NLPxfast.ai
BenjiKCF/Raw-beef-origin
An image classifier for finding out the origin of raw beef slice or beef steak
BenjiKCF/RUL2
BenjiKCF/SQLzoo
SQL exercise practice
BenjiKCF/text-generation-webui
A gradio web UI for running Large Language Models like LLaMA, llama.cpp, GPT-J, OPT, and GALACTICA.