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Automatic Differentiation with Python and C++ for Deep Learning
Author(s): Luiz doleron Originally published on Towards AI. This story explores automatic differentiation, a feature of modern Deep Learning frameworks that automatically calculates the parameter gradients during the training loop. The story introduces this technology in conjunction with practical examples using Python …
Router Langchain: How To Create Coding Assistance Using Langchain
Author(s): Tarik Kaoutar (高達烈) Originally published on Towards AI. What is Langchain This member-only story is on us. Upgrade to access all of Medium. Want to enhance your coding skills, with the power of AI, you can now create your own coding …
Exception & Error Handling in Python
Author(s): MicroBioscopicData Originally published on Towards AI. Cryptocurrency Analysis with Python: This member-only story is on us. Upgrade to access all of Medium. Errors and exceptions can cause a program to behave unexpectedly or even stop it. Python offers a range of …
Advanced Tutorial: How to Master Matplotlib Like an Absolute Boss
Author(s): Bex T. Originally published on Towards AI. Use Matplotlib like never before This member-only story is on us. Upgrade to access all of Medium. Image by me with Midjourney When I was a beginner learning data visualization, I used to have …
Python Code Unit Test for Quality and Reliability
Author(s): Amit Chauhan Originally published on Towards AI. Early-stage testing before production level This member-only story is on us. Upgrade to access all of Medium. Photo by Ferenc Almasi on Unsplash Introduction Writing unit tests for Python code. It comes under software …
Learn How to Train Object Detection Models With MMDetection
Author(s): Leon Eversberg Originally published on Towards AI. A step-by-step tutorial on training state-of-the-art AI models with MMdetection 3.1, CVAT, and TensorBoard This member-only story is on us. Upgrade to access all of Medium. Terminal output of a running training process with …
READ Avatars: Realistic Emotion-controllable Audio Driven Avatars
Author(s): Jack Saunders Originally published on Towards AI. Adding Emotional Control to Audio-Driven Deepfakes READ Avatars takes a reference video and any audio and can produce lip-synced videos in any emotion with fine-grained control over the intensity. One of the critical limitations …
LlamaIndex Last Version: From Basics To Advanced Techniques In Python -(Part-3)
Author(s): Tarik Kaoutar (高達烈) Originally published on Towards AI. LLM – LlamaIndex ???? 0.7.9 This member-only story is on us. Upgrade to access all of Medium. This is the third part of a LlamaIndex series. You should read part 2. In Part …
Speed Up Pandas String Manipulations
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. This tutorial focuses on speeding up string manipulations. This member-only story is on us. Upgrade to access all of Medium. I got bored and decided to benchmark string manipulation methods and …
A Framework For Efficiently Serving Your Large Language Models
Author(s): Zoumana Keita Originally published on Towards AI. Serve your large language models just like you would using OpenAI API but at no cost This member-only story is on us. Upgrade to access all of Medium. Photo by Austrian National Library on …
Use LangChain to Extract a Dictionary from Text
Author(s): Eugenia Anello Originally published on Towards AI. A deep-dive tutorial that exploits LangChain’s Output parser to store the text of a property listing as key-value pairs This member-only story is on us. Upgrade to access all of Medium. Photo by Sergey …
Using LangChain and ChatGPT to Explain Python Code
Author(s): Eugenia Anello Originally published on Towards AI. A LangChain tutorial for beginners and experts who want to document code This member-only story is on us. Upgrade to access all of Medium. Photo by Unsplash+ on Unsplash Are you tired of trying …
Platypus: Dataset Curation and Adapters for Better Large Language Models
Author(s): Benjamin Marie Originally published on Towards AI. Achieve low-cost state-of-the-art on your target tasks This member-only story is on us. Upgrade to access all of Medium. Image by the Author — Made from Pixabay illustrations (1 and 2) Meta’s Llama 2 …
How I Built A Video Recommendation System Using Large Language Models and Vector Database
Author(s): Zoumana Keita Originally published on Towards AI. Leverage large language models, state-of-the-art text and speech analytics tools, and vector databases to build an end-to-end audio recommendation solution. This member-only story is on us. Upgrade to access all of Medium. Our generation …
Exploring Julia Programming Language: MongoDB
Author(s): Jose D. Hernandez-Betancur Originally published on Towards AI. Using Julia to connect to the MongoDB database This member-only story is on us. Upgrade to access all of Medium. Image Generated by Author on Drawio and Using Gencraft. Welcome again to our …
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