Mateusz Sokół compared them at EuroPython and explained where Finch's Array API compatibility fits in.
Full talk: buff.ly/Z0o0T5k
#Python #ArrayAPI #EuroPython
Mateusz Sokół compared them at EuroPython and explained where Finch's Array API compatibility fits in.
Full talk: buff.ly/Z0o0T5k
#Python #ArrayAPI #EuroPython
I had Gaussian Smooth for one-dimensional lists already, but am adding 2D Gauss filter. Here's that over a RANDARRAY:
I had Gaussian Smooth for one-dimensional lists already, but am adding 2D Gauss filter. Here's that over a RANDARRAY:
In SciPy 1.17+, mannwhitneyu(method="exact") on a tiny 4-vs-4 example gives p = 1/35 ≈ 0.029. Add 2^53 to everything: p = 2/35 ≈ 0.057.
Same data, other side of 0.05.
In SciPy 1.17+, mannwhitneyu(method="exact") on a tiny 4-vs-4 example gives p = 1/35 ≈ 0.029. Add 2^53 to everything: p = 2/35 ≈ 0.057.
Same data, other side of 0.05.
But “it ran without error” and “it’s right” are different claims. Reported as scipy#26658 (open).
www.licklider.ai/engineering/...
But “it ran without error” and “it’s right” are different claims. Reported as scipy#26658 (open).
www.licklider.ai/engineering/...
Simula un circuito RLC en serie sin Mathematica: código Python gratis (scipy) que integra la ecuación de 2º orden y reproduce la corriente i(t) con AC 110 V, 60 Hz.
Leer el artículo →
Simula un circuito RLC en serie sin Mathematica: código Python gratis (scipy) que integra la ecuación de 2º orden y reproduce la corriente i(t) con AC 110 V, 60 Hz.
Leer el artículo →
Each paper is a web-native article with a CrossRef DOI and ORCID integration, so presenters get a lasting, citable record.
Read the case study → curvenote.com/case-studies...
Each paper is a web-native article with a CrossRef DOI and ORCID integration, so presenters get a lasting, citable record.
Read the case study → curvenote.com/case-studies...
SciPy 1.16.3 got it right. Something changed after.
SciPy 1.16.3 got it right. Something changed after.
Microscopy experience: fluorescence, time-lapse, confocal
Programming: Python (skimage, NumPy, SciPy, PyTorch), git, linux, basic HPC use
Image processing and analysis: FIJI, segmentation, restoration, image annotation
Machine Learning: image analysis, data classification
Microscopy experience: fluorescence, time-lapse, confocal
Programming: Python (skimage, NumPy, SciPy, PyTorch), git, linux, basic HPC use
Image processing and analysis: FIJI, segmentation, restoration, image annotation
Machine Learning: image analysis, data classification
🧬 Two-Sample Mendelian Randomization (IVW, MR-Egger Pleiotropy & Weighted Median) Calibration: Native Rust vs. SciPy Across 12 Human Genetic Instrument Cohorts — We benchmark our native Rust 4-stage Two-Sample Mendelian Rand…
https://crvscience.com/labs/discoveries/mr-twas-scipy
🧬 Two-Sample Mendelian Randomization (IVW, MR-Egger Pleiotropy & Weighted Median) Calibration: Native Rust vs. SciPy Across 12 Human Genetic Instrument Cohorts — We benchmark our native Rust 4-stage Two-Sample Mendelian Rand…
https://crvscience.com/labs/discoveries/mr-twas-scipy
🧬 Somatic Clonal 96-Channel Mutational JSD, NNLS COSMIC Signature Deconvolution & CRISPR Synthetic Lethality Calibration: Native Rust vs. SciPy Across 12 Cohorts — We benchmark our native Rust somatic clonal mutational …
https://crvscience.com/labs/discoveries/clonal-synth-scipy
🧬 Somatic Clonal 96-Channel Mutational JSD, NNLS COSMIC Signature Deconvolution & CRISPR Synthetic Lethality Calibration: Native Rust vs. SciPy Across 12 Cohorts — We benchmark our native Rust somatic clonal mutational …
https://crvscience.com/labs/discoveries/clonal-synth-scipy
🧬 3D Chromatin Graph Laplacian Connectivity, TAD Insulation & A/B Compartment Eigenvector Calibration: Native Rust vs. SciPy Across 12 Hi-C & Micro-C Cohorts — We benchmark our native Rust 3D chromatin contact graph…
https://crvscience.com/labs/discoveries/chrom-condensate-scipy
🧬 3D Chromatin Graph Laplacian Connectivity, TAD Insulation & A/B Compartment Eigenvector Calibration: Native Rust vs. SciPy Across 12 Hi-C & Micro-C Cohorts — We benchmark our native Rust 3D chromatin contact graph…
https://crvscience.com/labs/discoveries/chrom-condensate-scipy
🧬 Minimum Spanning Haplotype Network (MSN), Hudson F_ST & Tajima's D Calibration: Native Rust vs. SciPy Across 12 Population Cohorts — Head-to-head calibration of an individual native Rust population-genetics and Minimu…
https://crvscience.com/labs/discoveries/popgen-haplo-scipy
🧬 Minimum Spanning Haplotype Network (MSN), Hudson F_ST & Tajima's D Calibration: Native Rust vs. SciPy Across 12 Population Cohorts — Head-to-head calibration of an individual native Rust population-genetics and Minimu…
https://crvscience.com/labs/discoveries/popgen-haplo-scipy
If you've been meaning to send in a workshop, talk, or poster, today is the day.
cfp.scipy.in/scipy-india-...
If you've been meaning to send in a workshop, talk, or poster, today is the day.
cfp.scipy.in/scipy-india-...
🧬 Protein Normal-Mode Allostery and Circadian Phosphorylation Limit-Cycle Benchmark Against SciPy Spectral and RK45 Solvers — We benchmark a self-contained Rust normal-mode allostery and circadian oscillator module …
https://crvscience.com/labs/discoveries/kaiabc-allostery-scipy
🧬 Protein Normal-Mode Allostery and Circadian Phosphorylation Limit-Cycle Benchmark Against SciPy Spectral and RK45 Solvers — We benchmark a self-contained Rust normal-mode allostery and circadian oscillator module …
https://crvscience.com/labs/discoveries/kaiabc-allostery-scipy
🌳 Adaptive Multi-Biotype Homology Search (DNA, RNA, Protein & Standard Language), Sensitivity Crossover Analysis, Pre-MSA Validation & 16S Tip Concordance Calibration: Native Rust vs. Biopython & SciPy Across 1…
https://crvscience.com/labs/discoveries/super-blast-biopython-scipy
🌳 Adaptive Multi-Biotype Homology Search (DNA, RNA, Protein & Standard Language), Sensitivity Crossover Analysis, Pre-MSA Validation & 16S Tip Concordance Calibration: Native Rust vs. Biopython & SciPy Across 1…
https://crvscience.com/labs/discoveries/super-blast-biopython-scipy
🧬 Alternative Splicing (PSI, Delta-PSI, Isoform Entropy & JSD) & BAGEL2/CERES CRISPR Essentiality Calibration: Native Rust vs. SciPy Across 12 Human Loci — We benchmark our native Rust 4-stage alternative splicing an…
https://crvscience.com/labs/discoveries/splicing-crispr-scipy
🧬 Alternative Splicing (PSI, Delta-PSI, Isoform Entropy & JSD) & BAGEL2/CERES CRISPR Essentiality Calibration: Native Rust vs. SciPy Across 12 Human Loci — We benchmark our native Rust 4-stage alternative splicing an…
https://crvscience.com/labs/discoveries/splicing-crispr-scipy
🧬 Sliding-Window k-mer Shannon Entropy (H1..H6), LZ76 Normalized Compression Distance (NCD) & Fractal DNA Walk DFA Calibration: Native Rust vs. SciPy Across 12 Genomic Cohorts — We benchmark our native Rust 4-stage i…
https://crvscience.com/labs/discoveries/kmer-complexity-scipy
🧬 Sliding-Window k-mer Shannon Entropy (H1..H6), LZ76 Normalized Compression Distance (NCD) & Fractal DNA Walk DFA Calibration: Native Rust vs. SciPy Across 12 Genomic Cohorts — We benchmark our native Rust 4-stage i…
https://crvscience.com/labs/discoveries/kmer-complexity-scipy
🧬 Wakefield ABF Statistical Fine-Mapping, 95% Causal Credible Sets & Giambartolomei Bayesian eQTL/pQTL Colocalization Calibration: Native Rust vs. SciPy Across 12 Human Loci — We benchmark our native Rust 4-stage stati…
https://crvscience.com/labs/discoveries/finemap-coloc-scipy
🧬 Wakefield ABF Statistical Fine-Mapping, 95% Causal Credible Sets & Giambartolomei Bayesian eQTL/pQTL Colocalization Calibration: Native Rust vs. SciPy Across 12 Human Loci — We benchmark our native Rust 4-stage stati…
https://crvscience.com/labs/discoveries/finemap-coloc-scipy
🧬 Repetitive Protein Motif Grammar and Silk Biomechanics Regression Benchmarked Against SciPy v1.18.1 — Natural structural silks such as spider dragline spidroins and silkworm fibroin achieve high tensile strength and t…
https://crvscience.com/labs/discoveries/repeat-motif-scipy
🧬 Repetitive Protein Motif Grammar and Silk Biomechanics Regression Benchmarked Against SciPy v1.18.1 — Natural structural silks such as spider dragline spidroins and silkworm fibroin achieve high tensile strength and t…
https://crvscience.com/labs/discoveries/repeat-motif-scipy
Website: scipy.in/2026
Buy tickets: konfhub.com/scipy-india-...
Thank you, everyone! See you on 19 and 20 December.
Website: scipy.in/2026
Buy tickets: konfhub.com/scipy-india-...
Thank you, everyone! See you on 19 and 20 December.
🧬 Mean-Field Direct Coupling Analysis (mfDCA) & Average Product Correction Calibration: Native Rust vs. SciPy Across 12 RNA & Protein Alignments — Head-to-head calibration of an individual native Rust Mean-Field Direct Cou…
https://crvscience.com/labs/discoveries/dca-coevo-scipy
🧬 Mean-Field Direct Coupling Analysis (mfDCA) & Average Product Correction Calibration: Native Rust vs. SciPy Across 12 RNA & Protein Alignments — Head-to-head calibration of an individual native Rust Mean-Field Direct Cou…
https://crvscience.com/labs/discoveries/dca-coevo-scipy
🧬 3D Protein Backbone Kabsch Superposition, Active-Site Motif RMSD and TM-Score Benchmarked Against SciPy v1.18.1 — Comparing 3D protein structures and evaluating whether a candidate scaffold preserves the geometry of a ca…
https://crvscience.com/labs/discoveries/kabsch-tm-scipy
🧬 3D Protein Backbone Kabsch Superposition, Active-Site Motif RMSD and TM-Score Benchmarked Against SciPy v1.18.1 — Comparing 3D protein structures and evaluating whether a candidate scaffold preserves the geometry of a ca…
https://crvscience.com/labs/discoveries/kabsch-tm-scipy