विश्लेषण के निर्णय लेते हुए ENA सीखें।

33 पाठ

पृष्ठ 3 / 6

FirstGame mean network and ENA points. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

मॉडलिंगमध्यवर्ती35 मिनट30 जुल॰ 2026

Use Means Rotation for a Prespecified Two-Group Question

Use the shared synthetic design-talk dataset to practise deciding when the first ENA axis should align with the difference between exactly two prespecified group means, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

समीक्षित ट्यूटोरियल का मुख्य पाठ अभी अंग्रेज़ी में उपलब्ध है।

means rotationtwo-group contrastMR1

ट्यूटोरियल खोलें

Tan et al. (2024), figure 5 · CC BY 4.0

Mean network for all units in the expert model. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

मॉडलिंगमध्यवर्ती35 मिनट31 जुल॰ 2026

ENA अकादमी पाठ 14

Interpret SVD Dimensions and Co-registration

Use the shared synthetic design-talk dataset to practise understanding what SVD axes summarize and whether network node positions are aligned well enough with projected unit coordinates for interpretation, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

समीक्षित ट्यूटोरियल का मुख्य पाठ अभी अंग्रेज़ी में उपलब्ध है।

singular value decompositionco-registrationvariance explained

ट्यूटोरियल खोलें

Tan et al. (2024), figure 27 · CC BY 4.0

Constructing an ENA model in rENA. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

मॉडलिंगमध्यवर्ती35 मिनट1 अग॰ 2026

ENA अकादमी पाठ 15

Reproduce an ENA Model Across Implementations

Use the shared synthetic design-talk dataset to practise checking whether two ENA implementations produce equivalent accumulated connections, normalized vectors, projections, and interpretations under matched settings, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

समीक्षित ट्यूटोरियल का मुख्य पाठ अभी अंग्रेज़ी में उपलब्ध है।

cross-implementation parityrENAjENA

ट्यूटोरियल खोलें

Tan et al. (2024), tutorial example · CC BY 4.0

Novice networks projected into the expert space. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

शोध रूपरेखामध्यवर्ती35 मिनट2 अग॰ 2026

ENA अकादमी पाठ 16

Run Window and Segmentation Sensitivity as a Model Grid

Use the shared synthetic design-talk dataset to practise separating two coupled context decisions by evaluating a small prespecified grid of segmentation and moving-window alternatives, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

समीक्षित ट्यूटोरियल का मुख्य पाठ अभी अंग्रेज़ी में उपलब्ध है।

sensitivity gridsegmentationwindow size

ट्यूटोरियल खोलें

Tan et al. (2024), figure 28 · CC BY 4.0

Difference between the two mean ENA networks. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

व्याख्यामध्यवर्ती35 मिनट3 अग॰ 2026

ENA अकादमी पाठ 17

Read ENA Subtraction Networks Without Overclaiming

Use the shared synthetic design-talk dataset to practise interpreting a difference graph as edge-wise subtraction between comparable networks in one shared analytic space, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

समीक्षित ट्यूटोरियल का मुख्य पाठ अभी अंग्रेज़ी में उपलब्ध है।

subtraction networkdifference graphshared node positions

ट्यूटोरियल खोलें

Tan et al. (2024), figure 3 · CC BY 4.0

Source records highlighted within a stanza window. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

व्याख्याआरंभिक25 मिनट4 अग॰ 2026

ENA अकादमी पाठ 18

Trace Every Interpreted Edge Back to Excerpts

Use the shared synthetic design-talk dataset to practise building a reproducible route from an interpreted network edge to the units, rows, and source excerpts that contributed to it, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

समीक्षित ट्यूटोरियल का मुख्य पाठ अभी अंग्रेज़ी में उपलब्ध है।

excerpt traceabilityedge provenanceinterpretive loop

ट्यूटोरियल खोलें

Tan et al. (2024), figure 13 · CC BY 4.0