DeepGuide for DeepSeek

How to cross validate your panel data in Python
An introduction to panel data cross validation using PanelSplit
23505Murphy2025-03-22
Efficient Object Detection with SSD and YoLO Models – A Comprehensive Beginner's Guide (
Learn about single stage object detection models and different trade-offs
23889Murphy2025-03-22
Make Your Python Data Visualisation Charts Well-"Rounded"
Basic usage of the library PyCirclize - Circos Diagrams
20579Murphy2025-03-22
Sensemaking at Scale: Navigating Current Trends in Computer Vision
A survey of recent developments in vision and multimodal models along with considerations for leaders as they position their organizations...
20467Murphy2025-03-22
Differentiable and Accelerated Spherical Harmonic Transforms
In JAX and PyTorch
28566Murphy2025-03-22
Running RStudio Inside a Container
A step-by-step guide for setting up an RStudio server inside a container with your local RStudio settings
22067Murphy2025-03-22
An Overview of the LoRA Family
LoRA, DoRA, AdaLoRA, Delta-LoRA, and more variants of low-rank adaptation.
26421Murphy2025-03-22
A Weekend AI Project: Running LLaMA and Gemma AI Models on the Android Phone
Running LLaMA and Gemma LLMs with C++ and Python
23493Murphy2025-03-22
Building an Explainable Reinforcement Learning Framework
Symbolic genetic algorithms, action potentials, and equation trees
26414Murphy2025-03-22
Craft A Customized Word Cloud Trivia Game with Python
Tailor game night to your interests!
29653Murphy2025-03-22
MlOps – A gentle introduction to Mlflow Pipelines
Orchestrate your end-to-end machine learning lifecycle with MLflow
23524Murphy2025-03-22
How to Set Up Longitudinal Experiments: A Data Scientist's Guide
Unlocking rapid "test-and-learn" and capturing full-scaled data science value from experimentation
27129Murphy2025-03-22
Supercharged pandas: Tracing dependencies with a novel approach
An object-oriented approach to manage multiple files and dataframes, and tracing dependencies
23681Murphy2025-03-22
Optimisation: Unpacking Queueing Theory in its Simplest Terms
Have you ever found yourself waiting in line at a supermarket, a restaurant, or a bank, wishing your turn would come just a bit faster?
20678Murphy2025-03-22
Multinomial Naive Bayes Classifier
A complete worked example for text-review classification
22657Murphy2025-03-22
System Design: Consistent Hashing
Unlocking the power of efficient data partitioning in distributed databases like Cassandra and Dynamo DB.
23091Murphy2025-03-22
How to Navigate AI's Growing Social Footprint
Our weekly selection of must-read Editors' Picks and original features
27864Murphy2025-03-22
AI Weather Models Now Outperform Traditional Forecasts
How are they being evaluated, and what does this mean for the future of weather forecasting?
22980Murphy2025-03-22
How to Select the Most Influential Combination of Nodes in a Graph
This article discusses how to select a group of nodes with the highest combined influence on the graph.
26228Murphy2025-03-22
Understanding Tensors: Learning a Data Structure Through 3 Pesky Errors
What working through TensorFlow errors has taught me about tensors
26239Murphy2025-03-22

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Genius Cliques: Mapping out the Nobel Network
Combining Network Science, Data Visualization, and Wikipedia to uncover hidden connections between all the Nobel laureates.
Data Science Expertise Comes in Many Shapes and Forms
Our weekly selection of must-read Editors' Picks and original features

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